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ORCIDBibTeX records: Alfred O. Hero III
@article{DBLP:journals/access/WangXH24,
author = {Ren Wang and
Zhe Xu and
Alfred O. Hero III},
title = {Multi-Trigger-Key: Toward Multi-Task Privacy Preserving in Deep Learning},
journal = {{IEEE} Access},
volume = {12},
pages = {16939--16950},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3360004},
doi = {10.1109/ACCESS.2024.3360004},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WangXH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07362,
author = {Chongyu Fan and
Jiancheng Liu and
Alfred O. Hero III and
Sijia Liu},
title = {Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine
Unlearning},
journal = {CoRR},
volume = {abs/2403.07362},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07362},
doi = {10.48550/ARXIV.2403.07362},
eprinttype = {arXiv},
eprint = {2403.07362},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AktukmakYH23,
author = {Mehmet Aktukmak and
Yasin Yilmaz and
Alfred O. Hero III},
title = {Any-Shot Learning From Multimodal Observations {(ALMO)}},
journal = {{IEEE} Access},
volume = {11},
pages = {61513--61524},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3282932},
doi = {10.1109/ACCESS.2023.3282932},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/AktukmakYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsait/CharalambidesPH23,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Securely Aggregated Coded Matrix Inversion},
journal = {{IEEE} J. Sel. Areas Inf. Theory},
volume = {4},
pages = {405--419},
year = {2023},
url = {https://doi.org/10.1109/JSAIT.2023.3312233},
doi = {10.1109/JSAIT.2023.3312233},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsait/CharalambidesPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WeiRH23,
author = {Yun Wei and
Bala Rajaratnam and
Alfred O. Hero III},
title = {A Unified Framework for Correlation Mining in Ultra-High Dimension},
journal = {{IEEE} Trans. Inf. Theory},
volume = {69},
number = {1},
pages = {334--382},
year = {2023},
url = {https://doi.org/10.1109/TIT.2022.3200577},
doi = {10.1109/TIT.2022.3200577},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/WeiRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhouH23,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Resolution Limits of Non-Adaptive 20 Questions Search for a Moving
Target},
journal = {{IEEE} Trans. Inf. Theory},
volume = {69},
number = {9},
pages = {5463--5484},
year = {2023},
url = {https://doi.org/10.1109/TIT.2023.3282632},
doi = {10.1109/TIT.2023.3282632},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ZhouH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/AktukmakZCNMHH23,
author = {Mehmet Aktukmak and
Haonan Zhu and
Marc G. Chevrette and
Julia Nepper and
Shruthi Magesh and
Jo Handelsman and
Alfred O. Hero III},
title = {A Graphical Model for Fusing Diverse Microbiome Data},
journal = {{IEEE} Trans. Signal Process.},
volume = {71},
pages = {3399--3412},
year = {2023},
url = {https://doi.org/10.1109/TSP.2023.3309464},
doi = {10.1109/TSP.2023.3309464},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/AktukmakZCNMHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/MalinasSH23,
author = {Robert P. Malinas and
Dogyoon Song and
Alfred O. Hero III},
title = {Community Detection in High-Dimensional Graph Ensembles},
booktitle = {57th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2023, Pacific Grove, CA, USA, October 29 - Nov. 1, 2023},
pages = {322--329},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IEEECONF59524.2023.10476954},
doi = {10.1109/IEEECONF59524.2023.10476954},
timestamp = {Tue, 09 Apr 2024 10:37:41 +0200},
biburl = {https://dblp.org/rec/conf/acssc/MalinasSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/YangGNAWHA23,
author = {Hongyi Yang and
Rich Gonzalez and
Brahmajee K. Nallamothu and
Keith D. Aaronson and
Kevin R. Ward and
Alfred O. Hero III and
Sardar Ansari},
editor = {Xingpeng Jiang and
Haiying Wang and
Reda Alhajj and
Xiaohua Hu and
Felix Engel and
Mufti Mahmud and
Nadia Pisanti and
Xuefeng Cui and
Hong Song},
title = {A Practical Approach to Disease Risk Prediction: Focus on High-Risk
Patients via Highest-k Loss},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2023, Istanbul, Turkiye, December 5-8, 2023},
pages = {3226--3133},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BIBM58861.2023.10385816},
doi = {10.1109/BIBM58861.2023.10385816},
timestamp = {Thu, 14 Mar 2024 16:59:09 +0100},
biburl = {https://dblp.org/rec/conf/bibm/YangGNAWHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JiaZSLH23,
author = {Jinghan Jia and
Yihua Zhang and
Dogyoon Song and
Sijia Liu and
Alfred O. Hero III},
title = {Robustness-Preserving Lifelong Learning Via Dataset Condensation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10096756},
doi = {10.1109/ICASSP49357.2023.10096756},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/JiaZSLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/RudowCHR23,
author = {Michael Rudow and
Neophytos Charalambides and
Alfred O. Hero III and
K. V. Rashmi},
title = {Compression-Informed Coded Computing},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2023,
Taipei, Taiwan, June 25-30, 2023},
pages = {2177--2182},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISIT54713.2023.10206890},
doi = {10.1109/ISIT54713.2023.10206890},
timestamp = {Mon, 28 Aug 2023 17:20:14 +0200},
biburl = {https://dblp.org/rec/conf/isit/RudowCHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunSH23,
author = {Zeyu Sun and
Dogyoon Song and
Alfred O. Hero III},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Minimum-Risk Recalibration of Classifiers},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/dbd6b295535e44f2b8ec0c3f1da7c509-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SunSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/CharalambidesH23,
author = {Neophytos Charalambides and
Alfred O. Hero III},
title = {Graph Sparsification by Approximate matrix Multiplication},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2023, Hanoi,
Vietnam, July 2-5, 2023},
pages = {180--184},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SSP53291.2023.10208048},
doi = {10.1109/SSP53291.2023.10208048},
timestamp = {Thu, 17 Aug 2023 15:16:12 +0200},
biburl = {https://dblp.org/rec/conf/ssp/CharalambidesH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03539,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Federated Coded Matrix Inversion},
journal = {CoRR},
volume = {abs/2301.03539},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03539},
doi = {10.48550/ARXIV.2301.03539},
eprinttype = {arXiv},
eprint = {2301.03539},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04183,
author = {Jinghan Jia and
Yihua Zhang and
Dogyoon Song and
Sijia Liu and
Alfred O. Hero III},
title = {Robustness-preserving Lifelong Learning via Dataset Condensation},
journal = {CoRR},
volume = {abs/2303.04183},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04183},
doi = {10.48550/ARXIV.2303.04183},
eprinttype = {arXiv},
eprint = {2303.04183},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08581,
author = {Neophytos Charalambides and
Alfred O. Hero III},
title = {Graph Sparsification by Approximate Matrix Multiplication},
journal = {CoRR},
volume = {abs/2304.08581},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08581},
doi = {10.48550/ARXIV.2304.08581},
eprinttype = {arXiv},
eprint = {2304.08581},
timestamp = {Fri, 21 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10886,
author = {Zeyu Sun and
Dogyoon Song and
Alfred O. Hero III},
title = {Minimum-Risk Recalibration of Classifiers},
journal = {CoRR},
volume = {abs/2305.10886},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10886},
doi = {10.48550/ARXIV.2305.10886},
eprinttype = {arXiv},
eprint = {2305.10886},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03096,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Gradient Coding through Iterative Block Leverage Score Sampling},
journal = {CoRR},
volume = {abs/2308.03096},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03096},
doi = {10.48550/ARXIV.2308.03096},
eprinttype = {arXiv},
eprint = {2308.03096},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-04185,
author = {Neophytos Charalambides and
Hessam Mahdavifar and
Mert Pilanci and
Alfred O. Hero III},
title = {Iterative Sketching for Secure Coded Regression},
journal = {CoRR},
volume = {abs/2308.04185},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.04185},
doi = {10.48550/ARXIV.2308.04185},
eprinttype = {arXiv},
eprint = {2308.04185},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-04185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangCLSRRH22,
author = {Ren Wang and
Tianqi Chen and
Stephen Lindsly and
Cooper Stansbury and
Alnawaz Rehemtulla and
Indika Rajapakse and
Alfred O. Hero III},
title = {{RAILS:} {A} Robust Adversarial Immune-Inspired Learning System},
journal = {{IEEE} Access},
volume = {10},
pages = {22061--22078},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3153036},
doi = {10.1109/ACCESS.2022.3153036},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WangCLSRRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangCYLRH22,
author = {Ren Wang and
Tianqi Chen and
Philip Yao and
Sijia Liu and
Indika Rajapakse and
Alfred O. Hero III},
title = {{ASK:} Adversarial Soft k-Nearest Neighbor Attack and Defense},
journal = {{IEEE} Access},
volume = {10},
pages = {103074--103088},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3209243},
doi = {10.1109/ACCESS.2022.3209243},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WangCYLRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/BaranwalMSTEKVK22,
author = {Mayank Baranwal and
Abram Magner and
Jacob Saldinger and
Emine Sumeyra Turali{-}Emre and
Paolo Elvati and
Shivani Kozarekar and
J. Scott Vanepps and
Nicholas A. Kotov and
Angela Violi and
Alfred O. Hero III},
title = {Struct2Graph: a graph attention network for structure based predictions
of protein-protein interactions},
journal = {{BMC} Bioinform.},
volume = {23},
number = {1},
pages = {370},
year = {2022},
url = {https://doi.org/10.1186/s12859-022-04910-9},
doi = {10.1186/S12859-022-04910-9},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/BaranwalMSTEKVK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/SabetiOSH22,
author = {Elyas Sabeti and
Sehong Oh and
Peter X. K. Song and
Alfred O. Hero III},
title = {A Pattern Dictionary Method for Anomaly Detection},
journal = {Entropy},
volume = {24},
number = {8},
pages = {1095},
year = {2022},
url = {https://doi.org/10.3390/e24081095},
doi = {10.3390/E24081095},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/SabetiOSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpa/WangSH22,
author = {Yu Wang and
Zeyu Sun and
Alfred O. Hero III},
title = {TensorGraphicalModels: {A} Julia toolbox for multiway covariance models
and ensemble Kalman filter},
journal = {Softw. Impacts},
volume = {13},
pages = {100308},
year = {2022},
url = {https://doi.org/10.1016/j.simpa.2022.100308},
doi = {10.1016/J.SIMPA.2022.100308},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simpa/WangSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/MagnerBH22,
author = {Abram Magner and
Mayank Baranwal and
Alfred O. Hero III},
title = {Fundamental Limits of Deep Graph Convolutional Networks for Graph
Classification},
journal = {{IEEE} Trans. Inf. Theory},
volume = {68},
number = {5},
pages = {3218--3233},
year = {2022},
url = {https://doi.org/10.1109/TIT.2022.3145847},
doi = {10.1109/TIT.2022.3145847},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/MagnerBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhouWH22,
author = {Lin Zhou and
Yun Wei and
Alfred O. Hero III},
title = {Second-Order Asymptotically Optimal Outlier Hypothesis Testing},
journal = {{IEEE} Trans. Inf. Theory},
volume = {68},
number = {6},
pages = {3585--3607},
year = {2022},
url = {https://doi.org/10.1109/TIT.2022.3151719},
doi = {10.1109/TIT.2022.3151719},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ZhouWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/00020H22,
author = {Lin Zhou and
Lin Bai and
Alfred Olivier Hero},
title = {Resolution Limits of Non-Adaptive 20 Questions Search for Multiple
Targets},
journal = {{IEEE} Trans. Inf. Theory},
volume = {68},
number = {8},
pages = {4964--4982},
year = {2022},
url = {https://doi.org/10.1109/TIT.2022.3166074},
doi = {10.1109/TIT.2022.3166074},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/00020H22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/CharalambidesPH22,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Secure Linear {MDS} Coded Matrix Inversion},
booktitle = {58th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2022, Monticello, IL, USA, September 27-30, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/Allerton49937.2022.9929386},
doi = {10.1109/ALLERTON49937.2022.9929386},
timestamp = {Fri, 11 Nov 2022 16:53:12 +0100},
biburl = {https://dblp.org/rec/conf/allerton/CharalambidesPH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/RobinsonMLMH22,
author = {Benjamin D. Robinson and
Robert P. Malinas and
Van Latimer and
Beth Bjorkman Morrison and
Alfred O. Hero III},
title = {An Improvement on the Hotelling {\textdollar}T{\^{}}\{2\}{\textdollar}
Test Using the Ledoit-Wolf Nonlinear Shrinkage Estimator},
booktitle = {30th European Signal Processing Conference, {EUSIPCO} 2022, Belgrade,
Serbia, August 29 - Sept. 2, 2022},
pages = {2106--2110},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9909900},
timestamp = {Tue, 25 Oct 2022 21:20:45 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/RobinsonMLMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/HougenKICMH22,
author = {Conrad D. Hougen and
Lance M. Kaplan and
Magdalena Ivanovska and
Federico Cerutti and
Kumar Vijay Mishra and
Alfred O. Hero III},
title = {{SOLBP:} Second-Order Loopy Belief Propagation for Inference in Uncertain
Bayesian Networks},
booktitle = {25th International Conference on Information Fusion, {FUSION} 2022,
Link{\"{o}}ping, Sweden, July 4-7, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9841392},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fusion/HougenKICMH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/CharalambidesMP22,
author = {Neophytos Charalambides and
Hessam Mahdavifar and
Mert Pilanci and
Alfred O. Hero III},
title = {Orthonormal Sketches for Secure Coded Regression},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2022,
Espoo, Finland, June 26 - July 1, 2022},
pages = {826--831},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISIT50566.2022.9834356},
doi = {10.1109/ISIT50566.2022.9834356},
timestamp = {Mon, 08 Aug 2022 16:44:13 +0200},
biburl = {https://dblp.org/rec/conf/isit/CharalambidesMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ZhouWH22,
author = {Lin Zhou and
Yun Wei and
Alfred O. Hero III},
title = {Asymptotics for Outlier Hypothesis Testing},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2022,
Espoo, Finland, June 26 - July 1, 2022},
pages = {3303--3308},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISIT50566.2022.9834868},
doi = {10.1109/ISIT50566.2022.9834868},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/ZhouWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/JangNCHH22,
author = {Byoungwook Jang and
Julia Nepper and
Marc G. Chevrette and
Jo Handelsman and
Alfred O. Hero III},
title = {High Dimensional Stochastic Linear Contextual Bandit with Missing
Covariates},
booktitle = {32nd {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2022, Xi'an, China, August 22-25, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/MLSP55214.2022.9943319},
doi = {10.1109/MLSP55214.2022.9943319},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/JangNCHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08522,
author = {Neophytos Charalambides and
Hessam Mahdavifar and
Mert Pilanci and
Alfred O. Hero III},
title = {Orthonormal Sketches for Secure Coded Regression\}},
journal = {CoRR},
volume = {abs/2201.08522},
year = {2022},
url = {https://arxiv.org/abs/2201.08522},
eprinttype = {arXiv},
eprint = {2201.08522},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09200,
author = {Lin Zhou and
Yun Wei and
Alfred O. Hero III},
title = {Asymptotics for Outlier Hypothesis Testing},
journal = {CoRR},
volume = {abs/2201.09200},
year = {2022},
url = {https://arxiv.org/abs/2201.09200},
eprinttype = {arXiv},
eprint = {2201.09200},
timestamp = {Thu, 03 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-03710,
author = {Zeyu Sun and
Monica G. Bobra and
Xiantong Wang and
Yu Wang and
Hu Sun and
Tamas Gombosi and
Yang Chen and
Alfred Olivier Hero},
title = {Predicting Solar Flares Using {CNN} and {LSTM} on Two Solar Cycles
of Active Region Data},
journal = {CoRR},
volume = {abs/2204.03710},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.03710},
doi = {10.48550/ARXIV.2204.03710},
eprinttype = {arXiv},
eprint = {2204.03710},
timestamp = {Thu, 21 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-03710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08884,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Resolution Limits of Non-Adaptive 20 Questions Search for a Moving
Target},
journal = {CoRR},
volume = {abs/2206.08884},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08884},
doi = {10.48550/ARXIV.2206.08884},
eprinttype = {arXiv},
eprint = {2206.08884},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06271,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Secure Linear {MDS} Coded Matrix Inversion},
journal = {CoRR},
volume = {abs/2207.06271},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06271},
doi = {10.48550/ARXIV.2207.06271},
eprinttype = {arXiv},
eprint = {2207.06271},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11165,
author = {Byoungwook Jang and
Julia Nepper and
Marc G. Chevrette and
Jo Handelsman and
Alfred O. Hero III},
title = {High dimensional stochastic linear contextual bandit with missing
covariates},
journal = {CoRR},
volume = {abs/2207.11165},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11165},
doi = {10.48550/ARXIV.2207.11165},
eprinttype = {arXiv},
eprint = {2207.11165},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04221,
author = {Conrad D. Hougen and
Lance M. Kaplan and
Federico Cerutti and
Alfred O. Hero III},
title = {Uncertain Bayesian Networks: Learning from Incomplete Data},
journal = {CoRR},
volume = {abs/2208.04221},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04221},
doi = {10.48550/ARXIV.2208.04221},
eprinttype = {arXiv},
eprint = {2208.04221},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07368,
author = {Conrad D. Hougen and
Lance M. Kaplan and
Magdalena Ivanovska and
Federico Cerutti and
Kumar Vijay Mishra and
Alfred O. Hero III},
title = {{SOLBP:} Second-Order Loopy Belief Propagation for Inference in Uncertain
Bayesian Networks},
journal = {CoRR},
volume = {abs/2208.07368},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.07368},
doi = {10.48550/ARXIV.2208.07368},
eprinttype = {arXiv},
eprint = {2208.07368},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-07368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/BaranwalGPH21,
author = {Mayank Baranwal and
Kunal Garg and
Dimitra Panagou and
Alfred O. Hero III},
title = {Robust Distributed Fixed-Time Economic Dispatch Under Time-Varying
Topology},
journal = {{IEEE} Control. Syst. Lett.},
volume = {5},
number = {4},
pages = {1183--1188},
year = {2021},
url = {https://doi.org/10.1109/LCSYS.2020.3020248},
doi = {10.1109/LCSYS.2020.3020248},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/BaranwalGPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbd/NoshadCSHD21,
author = {Morteza Noshad and
Jerome Choi and
Yuming Sun and
Alfred O. Hero III and
Ivo D. Dinov},
title = {A data value metric for quantifying information content and utility},
journal = {J. Big Data},
volume = {8},
number = {1},
pages = {82},
year = {2021},
url = {https://doi.org/10.1186/s40537-021-00446-6},
doi = {10.1186/S40537-021-00446-6},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/NoshadCSHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/MesserNKMHT21,
author = {Hagit Messer and
Arye Nehorai and
Jeffrey L. Krolik and
Jos{\'{e}} M. F. Moura and
Al Hero and
Joseph Tabrikian},
title = {In Remembrance of Peter Schultheiss [In Memoriam]},
journal = {{IEEE} Signal Process. Mag.},
volume = {38},
number = {3},
pages = {10},
year = {2021},
url = {https://doi.org/10.1109/MSP.2021.3065892},
doi = {10.1109/MSP.2021.3065892},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/MesserNKMHT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/SheZHWCGSH21,
author = {Xichen She and
Yaya Zhai and
Ricardo Henao and
Christopher W. Woods and
Christopher Chiu and
Geoffrey S. Ginsburg and
Peter X. K. Song and
Alfred O. Hero III},
title = {Adaptive Multi-Channel Event Segmentation and Feature Extraction for
Monitoring Health Outcomes},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {68},
number = {8},
pages = {2377--2388},
year = {2021},
url = {https://doi.org/10.1109/TBME.2020.3038652},
doi = {10.1109/TBME.2020.3038652},
timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/SheZHWCGSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhouH21,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Resolution Limits for the Noisy Non-Adaptive 20 Questions Problem},
journal = {{IEEE} Trans. Inf. Theory},
volume = {67},
number = {4},
pages = {2055--2073},
year = {2021},
url = {https://doi.org/10.1109/TIT.2021.3049796},
doi = {10.1109/TIT.2021.3049796},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ZhouH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/MoonSH21,
author = {Kevin R. Moon and
Kumar Sricharan and
Alfred O. Hero III},
title = {Ensemble Estimation of Generalized Mutual Information With Applications
to Genomics},
journal = {{IEEE} Trans. Inf. Theory},
volume = {67},
number = {9},
pages = {5963--5996},
year = {2021},
url = {https://doi.org/10.1109/TIT.2021.3100108},
doi = {10.1109/TIT.2021.3100108},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/MoonSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RobinsonMH21,
author = {Benjamin D. Robinson and
Robert P. Malinas and
Alfred O. Hero III},
title = {Space-Time Adaptive Detection at Low Sample Support},
journal = {{IEEE} Trans. Signal Process.},
volume = {69},
pages = {2939--2954},
year = {2021},
url = {https://doi.org/10.1109/TSP.2021.3076883},
doi = {10.1109/TSP.2021.3076883},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/RobinsonMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YilmazAH21,
author = {Yasin Yilmaz and
Mehmet Aktukmak and
Alfred O. Hero III},
title = {Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets
Via Generative Models},
journal = {{IEEE} Trans. Signal Process.},
volume = {69},
pages = {5175--5188},
year = {2021},
url = {https://doi.org/10.1109/TSP.2021.3109375},
doi = {10.1109/TSP.2021.3109375},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/YilmazAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CharalambidesPH21,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Approximate Weighted {C} {R} Coded Matrix Multiplication},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {5095--5099},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413800},
doi = {10.1109/ICASSP39728.2021.9413800},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CharalambidesPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhouH21,
author = {Lin Zhou and
Alfred Olivier Hero},
title = {Resolution Limits of 20 Questions Search Strategies for Moving Targets},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {5210--5214},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414680},
doi = {10.1109/ICASSP39728.2021.9414680},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhouH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SabetiSH21,
author = {Elyas Sabeti and
Peter X. K. Song and
Alfred O. Hero III},
title = {Data Discovery Using Lossless Compression-Based Sparse Representation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {5539--5543},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9415027},
doi = {10.1109/ICASSP39728.2021.9415027},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SabetiSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangH21,
author = {Yu Wang and
Alfred Olivier Hero},
editor = {Marina Meila and
Tong Zhang},
title = {{SG-PALM:} a Fast Physically Interpretable Tensor Graphical Model},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10783--10793},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21k.html},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ZhouH21,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2021,
Melbourne, Australia, July 12-20, 2021},
pages = {784--789},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISIT45174.2021.9517860},
doi = {10.1109/ISIT45174.2021.9517860},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/ZhouH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ZhouH21a,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Resolution Limits of Non-Adaptive 20 Questions Estimation for Multiple
Targets},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2021,
Melbourne, Australia, July 12-20, 2021},
pages = {790--795},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISIT45174.2021.9517915},
doi = {10.1109/ISIT45174.2021.9517915},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/ZhouH21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/ZhouHW21,
author = {Lin Zhou and
Alfred O. Hero III and
Yun Wei},
title = {Second-Order Asymptotically Optimal Outlying Sequence Detection with
Reject Option},
booktitle = {{IEEE} Information Theory Workshop, {ITW} 2021, Kanazawa, Japan, October
17-21, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ITW48936.2021.9611462},
doi = {10.1109/ITW48936.2021.9611462},
timestamp = {Tue, 30 Nov 2021 17:31:25 +0100},
biburl = {https://dblp.org/rec/conf/itw/ZhouHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/HougenKCH21,
author = {Conrad D. Hougen and
Lance M. Kaplan and
Federico Cerutti and
Alfred O. Hero III},
title = {Uncertain Bayesian Networks: Learning from Incomplete Data},
booktitle = {2021 {IEEE} 31st International Workshop on Machine Learning for Signal
Processing (MLSP), Gold Coast, Australia, October 25-28, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MLSP52302.2021.9596205},
doi = {10.1109/MLSP52302.2021.9596205},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/HougenKCH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06843,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Resolution Limits of Non-Adaptive 20 Questions Search for Multiple
Targets},
journal = {CoRR},
volume = {abs/2101.06843},
year = {2021},
url = {https://arxiv.org/abs/2101.06843},
eprinttype = {arXiv},
eprint = {2101.06843},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-08097,
author = {Lin Zhou and
Alfred Olivier Hero},
title = {Resolution Limits of 20 Questions Search Strategies for Moving Targets},
journal = {CoRR},
volume = {abs/2103.08097},
year = {2021},
url = {https://arxiv.org/abs/2103.08097},
eprinttype = {arXiv},
eprint = {2103.08097},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-08097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-08765,
author = {Elyas Sabeti and
Peter X. K. Song and
Alfred O. Hero III},
title = {Data Discovery Using Lossless Compression-Based Sparse Representation},
journal = {CoRR},
volume = {abs/2103.08765},
year = {2021},
url = {https://arxiv.org/abs/2103.08765},
eprinttype = {arXiv},
eprint = {2103.08765},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-08765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00265,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem},
journal = {CoRR},
volume = {abs/2105.00265},
year = {2021},
url = {https://arxiv.org/abs/2105.00265},
eprinttype = {arXiv},
eprint = {2105.00265},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12271,
author = {Yu Wang and
Alfred O. Hero III},
title = {{SG-PALM:} a Fast Physically Interpretable Tensor Graphical Model},
journal = {CoRR},
volume = {abs/2105.12271},
year = {2021},
url = {https://arxiv.org/abs/2105.12271},
eprinttype = {arXiv},
eprint = {2105.12271},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14300,
author = {Ren Wang and
Tianqi Chen and
Philip Yao and
Sijia Liu and
Indika Rajapakse and
Alfred O. Hero III},
title = {{ASK:} Adversarial Soft k-Nearest Neighbor Attack and Defense},
journal = {CoRR},
volume = {abs/2106.14300},
year = {2021},
url = {https://arxiv.org/abs/2106.14300},
eprinttype = {arXiv},
eprint = {2106.14300},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02840,
author = {Ren Wang and
Tianqi Chen and
Stephen Lindsly and
Cooper Stansbury and
Alnawaz Rehemtulla and
Indika Rajapakse and
Alfred O. Hero III},
title = {{RAILS:} {A} Robust Adversarial Immune-inspired Learning System},
journal = {CoRR},
volume = {abs/2107.02840},
year = {2021},
url = {https://arxiv.org/abs/2107.02840},
eprinttype = {arXiv},
eprint = {2107.02840},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02842,
author = {Ren Wang and
Tianqi Chen and
Stephen Lindsly and
Cooper Stansbury and
Indika Rajapakse and
Alfred Olivier Hero},
title = {Immuno-mimetic Deep Neural Networks (Immuno-Net)},
journal = {CoRR},
volume = {abs/2107.02842},
year = {2021},
url = {https://arxiv.org/abs/2107.02842},
eprinttype = {arXiv},
eprint = {2107.02842},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12445,
author = {Yasin Yilmaz and
Mehmet Aktukmak and
Alfred O. Hero III},
title = {Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets
via Generative Models},
journal = {CoRR},
volume = {abs/2108.12445},
year = {2021},
url = {https://arxiv.org/abs/2108.12445},
eprinttype = {arXiv},
eprint = {2108.12445},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10484,
author = {Neophytos Charalambides and
Hessam Mahdavifar and
Alfred O. Hero III},
title = {Numerically Stable Binary Coded Computations},
journal = {CoRR},
volume = {abs/2109.10484},
year = {2021},
url = {https://arxiv.org/abs/2109.10484},
eprinttype = {arXiv},
eprint = {2109.10484},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03106,
author = {Ren Wang and
Zhe Xu and
Alfred O. Hero III},
title = {Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning},
journal = {CoRR},
volume = {abs/2110.03106},
year = {2021},
url = {https://arxiv.org/abs/2110.03106},
eprinttype = {arXiv},
eprint = {2110.03106},
timestamp = {Thu, 21 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04322,
author = {Yu Wang and
Alfred O. Hero III},
title = {Multiway Ensemble Kalman Filter},
journal = {CoRR},
volume = {abs/2112.04322},
year = {2021},
url = {https://arxiv.org/abs/2112.04322},
eprinttype = {arXiv},
eprint = {2112.04322},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05128,
author = {Davoud Ataee Tarzanagh and
Laura Balzano and
Alfred O. Hero III},
title = {Fair Structure Learning in Heterogeneous Graphical Models},
journal = {CoRR},
volume = {abs/2112.05128},
year = {2021},
url = {https://arxiv.org/abs/2112.05128},
eprinttype = {arXiv},
eprint = {2112.05128},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BaranwalMESVH20,
author = {Mayank Baranwal and
Abram Magner and
Paolo Elvati and
Jacob Saldinger and
Angela Violi and
Alfred O. Hero III},
title = {A deep learning architecture for metabolic pathway prediction},
journal = {Bioinform.},
volume = {36},
number = {8},
pages = {2547--2553},
year = {2020},
url = {https://doi.org/10.1093/bioinformatics/btz954},
doi = {10.1093/BIOINFORMATICS/BTZ954},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/BaranwalMESVH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/ChanCFHS20,
author = {Raymond H. Chan and
Albert Cohen and
Jalal Fadili and
Alfred O. Hero III and
Gabriele Steidl},
title = {Guest Editorial: Special Issue in Memory of Mila Nikolova},
journal = {J. Math. Imaging Vis.},
volume = {62},
number = {6-7},
pages = {771--772},
year = {2020},
url = {https://doi.org/10.1007/s10851-020-00981-6},
doi = {10.1007/S10851-020-00981-6},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmiv/ChanCFHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/LeBlancTH20,
author = {Joel W. LeBlanc and
Brian J. Thelen and
Alfred O. Hero III},
title = {Testing that a Local Optimum of the Likelihood is Globally Optimum
Using Reparameterized Embeddings},
journal = {J. Math. Imaging Vis.},
volume = {62},
number = {6-7},
pages = {858--871},
year = {2020},
url = {https://doi.org/10.1007/s10851-020-00979-0},
doi = {10.1007/S10851-020-00979-0},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/LeBlancTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/LiuCKZHV20,
author = {Sijia Liu and
Pin{-}Yu Chen and
Bhavya Kailkhura and
Gaoyuan Zhang and
Alfred O. Hero III and
Pramod K. Varshney},
title = {A Primer on Zeroth-Order Optimization in Signal Processing and Machine
Learning: Principals, Recent Advances, and Applications},
journal = {{IEEE} Signal Process. Mag.},
volume = {37},
number = {5},
pages = {43--54},
year = {2020},
url = {https://doi.org/10.1109/MSP.2020.3003837},
doi = {10.1109/MSP.2020.3003837},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/LiuCKZHV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SekehOH20,
author = {Salimeh Yasaei Sekeh and
Brandon Oselio and
Alfred O. Hero III},
title = {Learning to Bound the Multi-Class Bayes Error},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {3793--3807},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.2994807},
doi = {10.1109/TSP.2020.2994807},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/SekehOH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangJH20,
author = {Yu Wang and
Byoungwook Jang and
Alfred O. Hero III},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {The Sylvester Graphical Lasso (SyGlasso)},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1943--1953},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/wang20d.html},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WangJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CharalambidesPH20,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Weighted Gradient Coding with Leverage Score Sampling},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {5215--5219},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9054153},
doi = {10.1109/ICASSP40776.2020.9054153},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CharalambidesPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/SabetiSH20,
author = {Elyas Sabeti and
Peter X. K. Song and
Alfred O. Hero III},
title = {Pattern-Based Analysis of Time Series: Estimation},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2020,
Los Angeles, CA, USA, June 21-26, 2020},
pages = {1236--1241},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISIT44484.2020.9174529},
doi = {10.1109/ISIT44484.2020.9174529},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/SabetiSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/0002H20,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Resolution Limits of Non-Adaptive Querying for Noisy 20 Questions
Estimation},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2020,
Los Angeles, CA, USA, June 21-26, 2020},
pages = {2167--2172},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISIT44484.2020.9174277},
doi = {10.1109/ISIT44484.2020.9174277},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/0002H20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/CharalambidesMH20,
author = {Neophytos Charalambides and
Hessam Mahdavifar and
Alfred O. Hero III},
title = {Numerically Stable Binary Gradient Coding},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2020,
Los Angeles, CA, USA, June 21-26, 2020},
pages = {2622--2627},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISIT44484.2020.9174512},
doi = {10.1109/ISIT44484.2020.9174512},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/CharalambidesMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/MagnerBH20,
author = {Abram Magner and
Mayank Baranwal and
Alfred O. Hero III},
title = {The Power of Graph Convolutional Networks to Distinguish Random Graph
Models},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2020,
Los Angeles, CA, USA, June 21-26, 2020},
pages = {2664--2669},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISIT44484.2020.9174092},
doi = {10.1109/ISIT44484.2020.9174092},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/MagnerBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11449,
author = {Neophytos Charalambides and
Hessam Mahdavifar and
Alfred O. Hero III},
title = {Numerically Stable Binary Gradient Coding},
journal = {CoRR},
volume = {abs/2001.11449},
year = {2020},
url = {https://arxiv.org/abs/2001.11449},
eprinttype = {arXiv},
eprint = {2001.11449},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00288,
author = {Yu Wang and
Byoungwook Jang and
Alfred O. Hero III},
title = {The Sylvester Graphical Lasso (SyGlasso)},
journal = {CoRR},
volume = {abs/2002.00288},
year = {2020},
url = {https://arxiv.org/abs/2002.00288},
eprinttype = {arXiv},
eprint = {2002.00288},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02291,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Weighted Gradient Coding with Leverage Score Sampling},
journal = {CoRR},
volume = {abs/2002.02291},
year = {2020},
url = {https://arxiv.org/abs/2002.02291},
eprinttype = {arXiv},
eprint = {2002.02291},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05678,
author = {Abram Magner and
Mayank Baranwal and
Alfred O. Hero III},
title = {The Power of Graph Convolutional Networks to Distinguish Random Graph
Models: Short Version},
journal = {CoRR},
volume = {abs/2002.05678},
year = {2020},
url = {https://arxiv.org/abs/2002.05678},
eprinttype = {arXiv},
eprint = {2002.05678},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02948,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Straggler Robust Distributed Matrix Inverse Approximation},
journal = {CoRR},
volume = {abs/2003.02948},
year = {2020},
url = {https://arxiv.org/abs/2003.02948},
eprinttype = {arXiv},
eprint = {2003.02948},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02948.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-07231,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Resolution Limits of Non-Adaptive Querying for Noisy 20 Questions
Estimation},
journal = {CoRR},
volume = {abs/2004.07231},
year = {2020},
url = {https://arxiv.org/abs/2004.07231},
eprinttype = {arXiv},
eprint = {2004.07231},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-07231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00926,
author = {Elyas Sabeti and
Peter X. K. Song and
Alfred O. Hero III},
title = {Pattern-Based Analysis of Time Series: Estimation},
journal = {CoRR},
volume = {abs/2005.00926},
year = {2020},
url = {https://arxiv.org/abs/2005.00926},
eprinttype = {arXiv},
eprint = {2005.00926},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06224,
author = {Sijia Liu and
Pin{-}Yu Chen and
Bhavya Kailkhura and
Gaoyuan Zhang and
Alfred O. Hero III and
Pramod K. Varshney},
title = {A Primer on Zeroth-Order Optimization in Signal Processing and Machine
Learning},
journal = {CoRR},
volume = {abs/2006.06224},
year = {2020},
url = {https://arxiv.org/abs/2006.06224},
eprinttype = {arXiv},
eprint = {2006.06224},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-03505,
author = {Lin Zhou and
Yun Wei and
Alfred O. Hero III},
title = {Second-Order Asymptotically Optimal Universal Outlying Sequence Detection
with Reject Option},
journal = {CoRR},
volume = {abs/2009.03505},
year = {2020},
url = {https://arxiv.org/abs/2009.03505},
eprinttype = {arXiv},
eprint = {2009.03505},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-03505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05014,
author = {Ekdeep Singh Lubana and
Puja Trivedi and
Conrad D. Hougen and
Robert P. Dick and
Alfred O. Hero III},
title = {OrthoReg: Robust Network Pruning Using Orthonormality Regularization},
journal = {CoRR},
volume = {abs/2009.05014},
year = {2020},
url = {https://arxiv.org/abs/2009.05014},
eprinttype = {arXiv},
eprint = {2009.05014},
timestamp = {Tue, 23 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09709,
author = {Neophytos Charalambides and
Mert Pilanci and
Alfred O. Hero III},
title = {Approximate Weighted {CR} Coded Matrix Multiplication},
journal = {CoRR},
volume = {abs/2011.09709},
year = {2020},
url = {https://arxiv.org/abs/2011.09709},
eprinttype = {arXiv},
eprint = {2011.09709},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10485,
author = {Ren Wang and
Tianqi Chen and
Stephen Lindsly and
Alnawaz Rehemtulla and
Alfred O. Hero III and
Indika Rajapakse},
title = {{RAILS:} {A} Robust Adversarial Immune-inspired Learning System},
journal = {CoRR},
volume = {abs/2012.10485},
year = {2020},
url = {https://arxiv.org/abs/2012.10485},
eprinttype = {arXiv},
eprint = {2012.10485},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YunJWHK19,
author = {Inyong Yun and
Cheolkon Jung and
Xinran Wang and
Alfred O. Hero III and
Joongkyu Kim},
title = {Part-Level Convolutional Neural Networks for Pedestrian Detection
Using Saliency and Boundary Box Alignment},
journal = {{IEEE} Access},
volume = {7},
pages = {23027--23037},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2899105},
doi = {10.1109/ACCESS.2019.2899105},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YunJWHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/ZhouH19,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Exponential Strong Converse for Successive Refinement with Causal
Decoder Side Information},
journal = {Entropy},
volume = {21},
number = {4},
pages = {410},
year = {2019},
url = {https://doi.org/10.3390/e21040410},
doi = {10.3390/E21040410},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/ZhouH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/SekehH19,
author = {Salimeh Yasaei Sekeh and
Alfred O. Hero III},
title = {Geometric Estimation of Multivariate Dependency},
journal = {Entropy},
volume = {21},
number = {8},
pages = {787},
year = {2019},
url = {https://doi.org/10.3390/e21080787},
doi = {10.3390/E21080787},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/SekehH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/SekehNMH19,
author = {Salimeh Yasaei Sekeh and
Morteza Noshad and
Kevin R. Moon and
Alfred O. Hero III},
title = {Convergence Rates for Empirical Estimation of Binary Classification
Bounds},
journal = {Entropy},
volume = {21},
number = {12},
pages = {1144},
year = {2019},
url = {https://doi.org/10.3390/e21121144},
doi = {10.3390/E21121144},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/SekehNMH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/ChenTTLKH19,
author = {Pin{-}Yu Chen and
Chun{-}Chen Tu and
Pai{-}Shun Ting and
Ya{-}Yun Lo and
Danai Koutra and
Alfred O. Hero III},
title = {Identifying Influential Links for Event Propagation on Twitter: {A}
Network of Networks Approach},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {5},
number = {1},
pages = {139--151},
year = {2019},
url = {https://doi.org/10.1109/TSIPN.2018.2866318},
doi = {10.1109/TSIPN.2018.2866318},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/ChenTTLKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HouYH19,
author = {Elizabeth Hou and
Yasin Yilmaz and
Alfred O. Hero III},
title = {Anomaly Detection in Partially Observed Traffic Networks},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {6},
pages = {1461--1476},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2892026},
doi = {10.1109/TSP.2019.2892026},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/HouYH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JungHMJHE19,
author = {Alexander Jung and
Alfred O. Hero III and
Alexandru Mara and
Saeed Jahromi and
Ayelet Heimowitz and
Yonina C. Eldar},
title = {Semi-Supervised Learning in Network-Structured Data via Total Variation
Minimization},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {24},
pages = {6256--6269},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2953593},
doi = {10.1109/TSP.2019.2953593},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/JungHMJHE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JangH19,
author = {Byoungwook Jang and
Alfred O. Hero III},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Minimum Volume Topic Modeling},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {3013--3021},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/jang19a.html},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/JangH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsw/OselioHSS19,
author = {Brandon Oselio and
Alfred O. Hero III and
Amir Sadeghian and
Silvio Savarese},
title = {Time-Varying Interaction Estimation Using Ensemble Methods},
booktitle = {{IEEE} Data Science Workshop, {DSW} 2019, Minneapolis, MN, USA, June
2-5, 2019},
pages = {69--75},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSW.2019.8755565},
doi = {10.1109/DSW.2019.8755565},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsw/OselioHSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NoshadZH19,
author = {Morteza Noshad and
Yu Zeng and
Alfred O. Hero III},
title = {Scalable Mutual Information Estimation Using Dependence Graphs},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {2962--2966},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683351},
doi = {10.1109/ICASSP.2019.8683351},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NoshadZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SekehH19,
author = {Salimeh Yasaei Sekeh and
Alfred O. Hero III},
title = {Feature Selection for Mutlti-labeled Variables via Dependency Maximization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {3127--3131},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682529},
doi = {10.1109/ICASSP.2019.8682529},
timestamp = {Sun, 30 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SekehH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Ali0YCRH19,
author = {Hafiz Tiomoko Ali and
Sijia Liu and
Yasin Yilmaz and
Romain Couillet and
Indika Rajapakse and
Alfred O. Hero III},
title = {Latent Heterogeneous Multilayer Community Detection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {8142--8146},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683574},
doi = {10.1109/ICASSP.2019.8683574},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Ali0YCRH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/0002H19,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Exponential Strong Converse for Successive Refinement with Causal
Decoder Side Information},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2019,
Paris, France, July 7-12, 2019},
pages = {1817--1821},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISIT.2019.8849560},
doi = {10.1109/ISIT.2019.8849560},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/0002H19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01356,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Exponential Strong Converse for Successive Refinement with Causal
Decoder Side Information},
journal = {CoRR},
volume = {abs/1901.01356},
year = {2019},
url = {http://arxiv.org/abs/1901.01356},
eprinttype = {arXiv},
eprint = {1901.01356},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09838,
author = {Alexander Jung and
Alfred O. Hero III and
Alexandru Mara and
Saeed Jahromi and
Ayelet Heimowitz and
Yonina C. Eldar},
title = {Semi-supervised Learning in Network-Structured Data via Total Variation
Minimization},
journal = {CoRR},
volume = {abs/1901.09838},
year = {2019},
url = {http://arxiv.org/abs/1901.09838},
eprinttype = {arXiv},
eprint = {1901.09838},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-09838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03544,
author = {Salimeh Yasaei Sekeh and
Alfred O. Hero III},
title = {Feature Selection for multi-labeled variables via Dependency Maximization},
journal = {CoRR},
volume = {abs/1902.03544},
year = {2019},
url = {http://arxiv.org/abs/1902.03544},
eprinttype = {arXiv},
eprint = {1902.03544},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02064,
author = {Byoungwook Jang and
Alfred O. Hero III},
title = {Minimum Volume Topic Modeling},
journal = {CoRR},
volume = {abs/1904.02064},
year = {2019},
url = {http://arxiv.org/abs/1904.02064},
eprinttype = {arXiv},
eprint = {1904.02064},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-01002,
author = {Pin{-}Yu Chen and
Sutanay Choudhury and
Luke Rodriguez and
Alfred O. Hero III and
Indrajit Ray},
title = {Enterprise Cyber Resiliency Against Lateral Movement: {A} Graph Theoretic
Approach},
journal = {CoRR},
volume = {abs/1905.01002},
year = {2019},
url = {http://arxiv.org/abs/1905.01002},
eprinttype = {arXiv},
eprint = {1905.01002},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01002.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-08594,
author = {Salimeh Yasaei Sekeh and
Alfred O. Hero III},
title = {Geometric Estimation of Multivariate Dependency},
journal = {CoRR},
volume = {abs/1905.08594},
year = {2019},
url = {http://arxiv.org/abs/1905.08594},
eprinttype = {arXiv},
eprint = {1905.08594},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-08594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10472,
author = {Mayank Baranwal and
Kunal Garg and
Alfred O. Hero III and
Dimitra Panagou},
title = {Distributed Optimization in Fixed-Time},
journal = {CoRR},
volume = {abs/1905.10472},
year = {2019},
url = {http://arxiv.org/abs/1905.10472},
eprinttype = {arXiv},
eprint = {1905.10472},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10472.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10746,
author = {Brandon Oselio and
Amir Sadeghian and
Silvio Savarese and
Alfred O. Hero III},
title = {Time-Varying Interaction Estimation Using Ensemble Methods},
journal = {CoRR},
volume = {abs/1906.10746},
year = {2019},
url = {http://arxiv.org/abs/1906.10746},
eprinttype = {arXiv},
eprint = {1906.10746},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07192,
author = {Morteza Noshad and
Li Xu and
Alfred O. Hero III},
title = {Learning to Benchmark: Determining Best Achievable Misclassification
Error from Training Data},
journal = {CoRR},
volume = {abs/1909.07192},
year = {2019},
url = {http://arxiv.org/abs/1909.07192},
eprinttype = {arXiv},
eprint = {1909.07192},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12954,
author = {Lin Zhou and
Alfred O. Hero III},
title = {Resolution Limits of Noisy 20 Questions Estimation},
journal = {CoRR},
volume = {abs/1909.12954},
year = {2019},
url = {http://arxiv.org/abs/1909.12954},
eprinttype = {arXiv},
eprint = {1909.12954},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01182,
author = {Salimeh Yasaei Sekeh and
Madan Ravi Ganesh and
Shurjo Banerjee and
Jason J. Corso and
Alfred O. Hero III},
title = {Geometric Online Adaptation: Graph-Based {OSFS} for Streaming Samples},
journal = {CoRR},
volume = {abs/1910.01182},
year = {2019},
url = {http://arxiv.org/abs/1910.01182},
eprinttype = {arXiv},
eprint = {1910.01182},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12954,
author = {Abram Magner and
Mayank Baranwal and
Alfred O. Hero III},
title = {The Power of Graph Convolutional Networks to Distinguish Random Graph
Models},
journal = {CoRR},
volume = {abs/1910.12954},
year = {2019},
url = {http://arxiv.org/abs/1910.12954},
eprinttype = {arXiv},
eprint = {1910.12954},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-14214,
author = {Mayank Baranwal and
Kunal Garg and
Dimitra Panagou and
Alfred O. Hero III},
title = {Distributed Fixed-Time Economic Dispatch under Time-Varying Topology
and Uncertain Information},
journal = {CoRR},
volume = {abs/1910.14214},
year = {2019},
url = {http://arxiv.org/abs/1910.14214},
eprinttype = {arXiv},
eprint = {1910.14214},
timestamp = {Mon, 04 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-14214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/MoonSGH18,
author = {Kevin R. Moon and
Kumar Sricharan and
Kristjan H. Greenewald and
Alfred O. Hero III},
title = {Ensemble Estimation of Information Divergence \({}^{\mbox{{\textdagger}}}\)},
journal = {Entropy},
volume = {20},
number = {8},
pages = {560},
year = {2018},
url = {https://doi.org/10.3390/e20080560},
doi = {10.3390/E20080560},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/MoonSGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/NemitzMSFHOS18,
author = {Markus P. Nemitz and
Ryan J. Marcotte and
Mohammed E. Sayed and
Gonzalo Ferrer and
Alfred O. Hero III and
Edwin Olson and
Adam A. Stokes},
title = {Multi-Functional Sensing for Swarm Robots Using Time Sequence Classification:
HoverBot, an Example},
journal = {Frontiers Robotics {AI}},
volume = {5},
pages = {55},
year = {2018},
url = {https://doi.org/10.3389/frobt.2018.00055},
doi = {10.3389/FROBT.2018.00055},
timestamp = {Fri, 23 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/firai/NemitzMSFHOS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/HouSH18,
author = {Elizabeth Hou and
Kumar Sricharan and
Alfred O. Hero III},
title = {Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility
Anomalies},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {13},
number = {6},
pages = {1446--1459},
year = {2018},
url = {https://doi.org/10.1109/TIFS.2018.2790580},
doi = {10.1109/TIFS.2018.2790580},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/HouSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ChungSZH18,
author = {Hye Won Chung and
Brian M. Sadler and
Lizhong Zheng and
Alfred O. Hero III},
title = {Unequal Error Protection Querying Policies for the Noisy 20 Questions
Problem},
journal = {{IEEE} Trans. Inf. Theory},
volume = {64},
number = {2},
pages = {1105--1131},
year = {2018},
url = {https://doi.org/10.1109/TIT.2017.2760634},
doi = {10.1109/TIT.2017.2760634},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ChungSZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WislerBSH18,
author = {Alan Wisler and
Visar Berisha and
Andreas Spanias and
Alfred O. Hero III},
title = {Direct Estimation of Density Functionals Using a Polynomial Basis},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {3},
pages = {558--572},
year = {2018},
url = {https://doi.org/10.1109/TSP.2017.2775587},
doi = {10.1109/TSP.2017.2775587},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WislerBSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiuCH18,
author = {Sijia Liu and
Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Accelerated Distributed Dual Averaging Over Evolving Networks of Growing
Connectivity},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {7},
pages = {1845--1859},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2793878},
doi = {10.1109/TSP.2018.2793878},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LiuCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenH18,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Phase Transitions and a Model Order Selection Criterion for Spectral
Graph Clustering},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {13},
pages = {3407--3420},
year = {2018},
url = {http://doi.ieeecomputersociety.org/10.1109/TSP.2018.2830312},
doi = {10.1109/TSP.2018.2830312},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChenH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BanerjeeFH18,
author = {Taposh Banerjee and
Hamed Firouzi and
Alfred O. Hero III},
title = {Quickest Detection for Changes in Maximal kNN Coherence of Random
Matrices},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {17},
pages = {4490--4503},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2855644},
doi = {10.1109/TSP.2018.2855644},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BanerjeeFH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/YilmazH18,
author = {Yasin Yilmaz and
Alfred O. Hero III},
title = {Multimodal Event Detection in Twitter Hashtag Networks},
journal = {J. Signal Process. Syst.},
volume = {90},
number = {2},
pages = {185--200},
year = {2018},
url = {https://doi.org/10.1007/s11265-016-1151-4},
doi = {10.1007/S11265-016-1151-4},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlsisp/YilmazH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001CCH18,
author = {Sijia Liu and
Jie Chen and
Pin{-}Yu Chen and
Alfred O. Hero III},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence
Analysis and Applications},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {288--297},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/liu18a.html},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001CCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NoshadH18,
author = {Morteza Noshad and
Alfred O. Hero III},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Scalable Hash-Based Estimation of Divergence Measures},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1877--1885},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/noshad18a.html},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/NoshadH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ChungLKH18,
author = {Hye Won Chung and
Ji Oon Lee and
Doyeon Kim and
Alfred O. Hero III},
title = {Trade-offs Between Query Difficulty and Sample Complexity in Crowdsourced
Data Acquisition},
booktitle = {56th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2018, Monticello, IL, USA, October 2-5, 2018},
pages = {639--646},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ALLERTON.2018.8636012},
doi = {10.1109/ALLERTON.2018.8636012},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/ChungLKH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/SekehOH18,
author = {Salimeh Yasaei Sekeh and
Brandon Oselio and
Alfred O. Hero III},
title = {Multi-class Bayes error estimation with a global minimal spanning
tree},
booktitle = {56th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2018, Monticello, IL, USA, October 2-5, 2018},
pages = {676--681},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ALLERTON.2018.8635642},
doi = {10.1109/ALLERTON.2018.8635642},
timestamp = {Wed, 13 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/SekehOH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NoshadH18,
author = {Morteza Noshad and
Alfred O. Hero III},
title = {Rate-Optimal Meta Learning of Classification Error},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2481--2485},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461949},
doi = {10.1109/ICASSP.2018.8461949},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NoshadH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HouH18,
author = {Elizabeth Hou and
Alfred O. Hero III},
title = {Sequential Maximum Margin Classifiers for Partially Labeled Data},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2826--2830},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461913},
doi = {10.1109/ICASSP.2018.8461913},
timestamp = {Tue, 18 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HouH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SekehOH18,
author = {Salimeh Yasaei Sekeh and
Brandon Oselio and
Alfred O. Hero III},
title = {A Dimension-Independent Discriminant Between Distributions},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4419--4423},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462306},
doi = {10.1109/ICASSP.2018.8462306},
timestamp = {Tue, 18 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SekehOH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChungSZH18,
author = {Hye Won Chung and
Brian M. Sadler and
Lizhong Zheng and
Alfred O. Hero III},
title = {Unequal Error Protection Querying Policies for the Noisy 20 Questions
Problem},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4424--4428},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462206},
doi = {10.1109/ICASSP.2018.8462206},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChungSZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0001CRH18,
author = {Sijia Liu and
Pin{-}Yu Chen and
Indika Rajapakse and
Alfred O. Hero III},
title = {First-Order Bifurcation Detection for Dynamic Complex Networks},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {6912--6916},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461400},
doi = {10.1109/ICASSP.2018.8461400},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/0001CRH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ChungLH18,
author = {Hye Won Chung and
Ji Oon Lee and
Alfred O. Hero III},
title = {Fundamental Limits on Data Acquisition: Trade-offs Between Sample
Complexity and Query Difficulty},
booktitle = {2018 {IEEE} International Symposium on Information Theory, {ISIT}
2018, Vail, CO, USA, June 17-22, 2018},
pages = {681--685},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISIT.2018.8437703},
doi = {10.1109/ISIT.2018.8437703},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/ChungLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/NoshadH18,
author = {Morteza Noshad and
Alfred O. Hero III},
title = {Scalable Hash-Based Estimation of Divergence Measures},
booktitle = {2018 Information Theory and Applications Workshop, {ITA} 2018, San
Diego, CA, USA, February 11-16, 2018},
pages = {1--10},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ITA.2018.8503092},
doi = {10.1109/ITA.2018.8503092},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ita/NoshadH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spawc/OselioLH18,
author = {Brandon Oselio and
Sijia Liu and
Alfred O. Hero III},
title = {Multi-Layer Relevance Networks},
booktitle = {19th {IEEE} International Workshop on Signal Processing Advances in
Wireless Communications, {SPAWC} 2018, Kalamata, Greece, June 25-28,
2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SPAWC.2018.8446016},
doi = {10.1109/SPAWC.2018.8446016},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/spawc/OselioLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00398,
author = {Morteza Noshad and
Alfred O. Hero III},
title = {Scalable Hash-Based Estimation of Divergence Measures},
journal = {CoRR},
volume = {abs/1801.00398},
year = {2018},
url = {http://arxiv.org/abs/1801.00398},
eprinttype = {arXiv},
eprint = {1801.00398},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-09125,
author = {Morteza Noshad and
Alfred O. Hero III},
title = {Scalable Mutual Information Estimation using Dependence Graphs},
journal = {CoRR},
volume = {abs/1801.09125},
year = {2018},
url = {http://arxiv.org/abs/1801.09125},
eprinttype = {arXiv},
eprint = {1801.09125},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-09125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04497,
author = {Salimeh Yasaei Sekeh and
Brandon Oselio and
Alfred O. Hero III},
title = {A Dimension-Independent discriminant between distributions},
journal = {CoRR},
volume = {abs/1802.04497},
year = {2018},
url = {http://arxiv.org/abs/1802.04497},
eprinttype = {arXiv},
eprint = {1802.04497},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02517,
author = {Elizabeth Hou and
Alfred O. Hero III},
title = {Sequential Maximum Margin Classifiers for Partially Labeled Data},
journal = {CoRR},
volume = {abs/1803.02517},
year = {2018},
url = {http://arxiv.org/abs/1803.02517},
eprinttype = {arXiv},
eprint = {1803.02517},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07963,
author = {Hafiz Tiomoko Ali and
Sijia Liu and
Yasin Yilmaz and
Alfred O. Hero III and
Romain Couillet and
Indika Rajapakse},
title = {Latent heterogeneous multilayer community detection},
journal = {CoRR},
volume = {abs/1806.07963},
year = {2018},
url = {http://arxiv.org/abs/1806.07963},
eprinttype = {arXiv},
eprint = {1806.07963},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00901,
author = {Hye Won Chung and
Ji Oon Lee and
Doyeon Kim and
Alfred O. Hero III},
title = {Parity Crowdsourcing for Cooperative Labeling},
journal = {CoRR},
volume = {abs/1809.00901},
year = {2018},
url = {http://arxiv.org/abs/1809.00901},
eprinttype = {arXiv},
eprint = {1809.00901},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00689,
author = {Inyong Yun and
Cheolkon Jung and
Xinran Wang and
Alfred O. Hero III and
Joongkyu Kim},
title = {Part-Level Convolutional Neural Networks for Pedestrian Detection
Using Saliency and Boundary Box Alignment},
journal = {CoRR},
volume = {abs/1810.00689},
year = {2018},
url = {http://arxiv.org/abs/1810.00689},
eprinttype = {arXiv},
eprint = {1810.00689},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01015,
author = {Salimeh Yasaei Sekeh and
Morteza Noshad and
Kevin R. Moon and
Alfred O. Hero III},
title = {Convergence Rates for Empirical Estimation of Binary Classification
Bounds},
journal = {CoRR},
volume = {abs/1810.01015},
year = {2018},
url = {http://arxiv.org/abs/1810.01015},
eprinttype = {arXiv},
eprint = {1810.01015},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06419,
author = {Salimeh Yasaei Sekeh and
Brandon Oselio and
Alfred O. Hero III},
title = {Learning to Bound the Multi-class Bayes Error},
journal = {CoRR},
volume = {abs/1811.06419},
year = {2018},
url = {http://arxiv.org/abs/1811.06419},
eprinttype = {arXiv},
eprint = {1811.06419},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/NemitzSMFTMHOS17,
author = {Markus P. Nemitz and
Mohammed E. Sayed and
John Mamish and
Gonzalo Ferrer and
Lijun Teng and
Ross M. McKenzie and
Alfred O. Hero III and
Edwin Olson and
Adam A. Stokes},
title = {HoverBots: Precise Locomotion Using Robots That Are Designed for Manufacturability},
journal = {Frontiers Robotics {AI}},
volume = {4},
pages = {55},
year = {2017},
url = {https://doi.org/10.3389/frobt.2017.00055},
doi = {10.3389/FROBT.2017.00055},
timestamp = {Fri, 23 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/firai/NemitzSMFTMHOS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/EldarHDFKPY17,
author = {Yonina C. Eldar and
Alfred O. Hero III and
Li Deng and
Jeffrey A. Fessler and
Jelena Kovacevic and
H. Vincent Poor and
Steve J. Young},
title = {Challenges and Open Problems in Signal Processing: Panel Discussion
Summary from {ICASSP} 2017 [Panel and Forum]},
journal = {{IEEE} Signal Process. Mag.},
volume = {34},
number = {6},
pages = {8--23},
year = {2017},
url = {https://doi.org/10.1109/MSP.2017.2743842},
doi = {10.1109/MSP.2017.2743842},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/EldarHDFKPY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/AltmannMMNBMH17,
author = {Yoann Altmann and
Aurora Maccarone and
Aongus McCarthy and
Gregory E. Newstadt and
Gerald S. Buller and
Steve McLaughlin and
Alfred O. Hero III},
title = {Robust Spectral Unmixing of Sparse Multispectral Lidar Waveforms Using
Gamma Markov Random Fields},
journal = {{IEEE} Trans. Computational Imaging},
volume = {3},
number = {4},
pages = {658--670},
year = {2017},
url = {https://doi.org/10.1109/TCI.2017.2703144},
doi = {10.1109/TCI.2017.2703144},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tci/AltmannMMNBMH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/VegaPH17,
author = {Leonardo Rey Vega and
Pablo Piantanida and
Alfred O. Hero III},
title = {The Three-Terminal Interactive Lossy Source Coding Problem},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {1},
pages = {532--562},
year = {2017},
url = {https://doi.org/10.1109/TIT.2016.2621749},
doi = {10.1109/TIT.2016.2621749},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/VegaPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/FirouziHR17,
author = {Hamed Firouzi and
Alfred O. Hero III and
Bala Rajaratnam},
title = {Two-Stage Sampling, Prediction and Adaptive Regression via Correlation
Screening},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {1},
pages = {698--714},
year = {2017},
url = {https://doi.org/10.1109/TIT.2016.2621111},
doi = {10.1109/TIT.2016.2621111},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/FirouziHR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ChungSH17,
author = {Hye Won Chung and
Brian M. Sadler and
Alfred O. Hero III},
title = {Bounds on Variance for Unimodal Distributions},
journal = {{IEEE} Trans. Inf. Theory},
volume = {63},
number = {11},
pages = {6936--6949},
year = {2017},
url = {https://doi.org/10.1109/TIT.2017.2749310},
doi = {10.1109/TIT.2017.2749310},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/ChungSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/ZhangTDWCH17,
author = {Z. Zhang and
Wee{-}Peng Tay and
M. Draief and
X. Wang and
Edwin K. P. Chong and
Alfred O. Hero III},
title = {Introduction to the Issue on Distributed Information Processing in
Social Networks},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {3},
number = {2},
pages = {219--221},
year = {2017},
url = {https://doi.org/10.1109/TSIPN.2017.2699868},
doi = {10.1109/TSIPN.2017.2699868},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/ZhangTDWCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/ChenH17,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Multilayer Spectral Graph Clustering via Convex Layer Aggregation:
Theory and Algorithms},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {3},
number = {3},
pages = {553--567},
year = {2017},
url = {https://doi.org/10.1109/TSIPN.2017.2731123},
doi = {10.1109/TSIPN.2017.2731123},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/ChenH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TodrosH17,
author = {Koby Todros and
Alfred O. Hero III},
title = {Measure-Transformed Quasi-Maximum Likelihood Estimation},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {3},
pages = {748--763},
year = {2017},
url = {https://doi.org/10.1109/TSP.2016.2621732},
doi = {10.1109/TSP.2016.2621732},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TodrosH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/XieNH17,
author = {Tianpei Xie and
Nasser M. Nasrabadi and
Alfred O. Hero III},
title = {Learning to Classify With Possible Sensor Failures},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {4},
pages = {836--849},
year = {2017},
url = {https://doi.org/10.1109/TSP.2016.2626263},
doi = {10.1109/TSP.2016.2626263},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/XieNH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/CastanonTH17,
author = {David A. Casta{\~{n}}{\'{o}}n and
Theodoros Tsiligkaridis and
Alfred O. Hero III},
title = {Corrections to "On Decentralized Estimation With Active Queries"},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {18},
pages = {4971--4972},
year = {2017},
url = {https://doi.org/10.1109/TSP.2017.2721914},
doi = {10.1109/TSP.2017.2721914},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/CastanonTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/GreenewaldKOH17,
author = {Kristjan H. Greenewald and
Stephen Kelley and
Brandon Oselio and
Alfred O. Hero III},
title = {Similarity Function Tracking Using Pairwise Comparisons},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {21},
pages = {5635--5648},
year = {2017},
url = {https://doi.org/10.1109/TSP.2017.2739100},
doi = {10.1109/TSP.2017.2739100},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/GreenewaldKOH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HalayTH17,
author = {Nir Halay and
Koby Todros and
Alfred O. Hero III},
title = {Binary Hypothesis Testing via Measure Transformed Quasi-Likelihood
Ratio Test},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {24},
pages = {6381--6396},
year = {2017},
url = {https://doi.org/10.1109/TSP.2017.2752692},
doi = {10.1109/TSP.2017.2752692},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/HalayTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/Xie0H17,
author = {Tianpei Xie and
Sijia Liu and
Alfred O. Hero III},
title = {Semiblind subgraph reconstruction in Gaussian graphical models},
booktitle = {2017 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2017, Montreal, QC, Canada, November 14-16, 2017},
pages = {628--632},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/GlobalSIP.2017.8309035},
doi = {10.1109/GLOBALSIP.2017.8309035},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/Xie0H17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WangJH17,
author = {Xinran Wang and
Cheolkon Jung and
Alfred O. Hero III},
title = {Part-level fully convolutional networks for pedestrian detection},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {2267--2271},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952560},
doi = {10.1109/ICASSP.2017.7952560},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WangJH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuCH17,
author = {Sijia Liu and
Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Distributed optimization for evolving networks of growing connectivity},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {4079--4083},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952923},
doi = {10.1109/ICASSP.2017.7952923},
timestamp = {Thu, 14 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/LiuCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiuCLH17,
author = {Sijia Liu and
Sundeep Prabhakar Chepuri and
Geert Leus and
Alfred O. Hero III},
title = {Distributed sensor selection for field estimation},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {4257--4261},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952959},
doi = {10.1109/ICASSP.2017.7952959},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiuCLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OselioH17,
author = {Brandon Oselio and
Alfred O. Hero III},
title = {Dynamic reconstruction of influence graphs with adaptive directed
information},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {5935--5939},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953295},
doi = {10.1109/ICASSP.2017.7953295},
timestamp = {Fri, 23 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/OselioH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MoonNSH17,
author = {Kevin R. Moon and
Morteza Noshad and
Salimeh Yasaei Sekeh and
Alfred O. Hero III},
title = {Information theoretic structure learning with confidence},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {6095--6099},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953327},
doi = {10.1109/ICASSP.2017.7953327},
timestamp = {Fri, 23 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MoonNSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenGH17,
author = {Pin{-}Yu Chen and
Thibaut Gensollen and
Alfred O. Hero III},
title = {{AMOS:} An automated model order selection algorithm for spectral
graph clustering},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {6448--6452},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953398},
doi = {10.1109/ICASSP.2017.7953398},
timestamp = {Fri, 23 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenGH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChepuriLLH17,
author = {Sundeep Prabhakar Chepuri and
Sijia Liu and
Geert Leus and
Alfred O. Hero III},
title = {Learning sparse graphs under smoothness prior},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {6508--6512},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953410},
doi = {10.1109/ICASSP.2017.7953410},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChepuriLLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/NoshadMSH17,
author = {Morteza Noshad and
Kevin R. Moon and
Salimeh Yasaei Sekeh and
Alfred O. Hero III},
title = {Direct estimation of information divergence using nearest neighbor
ratios},
booktitle = {2017 {IEEE} International Symposium on Information Theory, {ISIT}
2017, Aachen, Germany, June 25-30, 2017},
pages = {903--907},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISIT.2017.8006659},
doi = {10.1109/ISIT.2017.8006659},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/NoshadMSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/MoonSH17,
author = {Kevin R. Moon and
Kumar Sricharan and
Alfred O. Hero III},
title = {Ensemble estimation of mutual information},
booktitle = {2017 {IEEE} International Symposium on Information Theory, {ISIT}
2017, Aachen, Germany, June 25-30, 2017},
pages = {3030--3034},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISIT.2017.8007086},
doi = {10.1109/ISIT.2017.8007086},
timestamp = {Thu, 17 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/MoonSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GreenewaldKOH17,
author = {Kristjan H. Greenewald and
Stephen Kelley and
Brandon Oselio and
Alfred O. Hero III},
title = {Similarity Function Tracking using Pairwise Comparisons},
journal = {CoRR},
volume = {abs/1701.02804},
year = {2017},
url = {http://arxiv.org/abs/1701.02804},
eprinttype = {arXiv},
eprint = {1701.02804},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GreenewaldKOH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonSH17,
author = {Kevin R. Moon and
Kumar Sricharan and
Alfred O. Hero III},
title = {Ensemble Estimation of Mutual Information},
journal = {CoRR},
volume = {abs/1701.08083},
year = {2017},
url = {http://arxiv.org/abs/1701.08083},
eprinttype = {arXiv},
eprint = {1701.08083},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BanerjeeH17,
author = {Taposh Banerjee and
Alfred O. Hero III},
title = {Quickest Hub Discovery in Correlation Graphs},
journal = {CoRR},
volume = {abs/1702.01225},
year = {2017},
url = {http://arxiv.org/abs/1702.01225},
eprinttype = {arXiv},
eprint = {1702.01225},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BanerjeeH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HouSH17,
author = {Elizabeth Hou and
Kumar Sricharan and
Alfred O. Hero III},
title = {Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility
Anomalies},
journal = {CoRR},
volume = {abs/1702.05148},
year = {2017},
url = {http://arxiv.org/abs/1702.05148},
eprinttype = {arXiv},
eprint = {1702.05148},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HouSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NoshadMSH17,
author = {Morteza Noshad and
Kevin R. Moon and
Salimeh Yasaei Sekeh and
Alfred O. Hero III},
title = {Direct Estimation of Information Divergence Using Nearest Neighbor
Ratios},
journal = {CoRR},
volume = {abs/1702.05222},
year = {2017},
url = {http://arxiv.org/abs/1702.05222},
eprinttype = {arXiv},
eprint = {1702.05222},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NoshadMSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WislerBSH17,
author = {Alan Wisler and
Visar Berisha and
Andreas Spanias and
Alfred O. Hero III},
title = {A data-driven basis for direct estimation of functionals of distributions},
journal = {CoRR},
volume = {abs/1702.06516},
year = {2017},
url = {http://arxiv.org/abs/1702.06516},
eprinttype = {arXiv},
eprint = {1702.06516},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WislerBSH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonSH17aa,
author = {Kevin R. Moon and
Kumar Sricharan and
Alfred O. Hero III},
title = {Ensemble Estimation of Distributional Functionals via {\textdollar}k{\textdollar}-Nearest
Neighbors},
journal = {CoRR},
volume = {abs/1707.03083},
year = {2017},
url = {http://arxiv.org/abs/1707.03083},
eprinttype = {arXiv},
eprint = {1707.03083},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonSH17aa.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-02620,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Multilayer Spectral Graph Clustering via Convex Layer Aggregation:
Theory and Algorithms},
journal = {CoRR},
volume = {abs/1708.02620},
year = {2017},
url = {http://arxiv.org/abs/1708.02620},
eprinttype = {arXiv},
eprint = {1708.02620},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-02620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-07804,
author = {Sijia Liu and
Jie Chen and
Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence
Analysis and Applications},
journal = {CoRR},
volume = {abs/1710.07804},
year = {2017},
url = {http://arxiv.org/abs/1710.07804},
eprinttype = {arXiv},
eprint = {1710.07804},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-07804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-11315,
author = {Morteza Noshad Iranzad and
Alfred O. Hero III},
title = {Rate-optimal Meta Learning of Classification Error},
journal = {CoRR},
volume = {abs/1710.11315},
year = {2017},
url = {http://arxiv.org/abs/1710.11315},
eprinttype = {arXiv},
eprint = {1710.11315},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-11315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-03512,
author = {Gerrit J. J. van den Burg and
Alfred O. Hero III},
title = {Fast Meta-Learning for Adaptive Hierarchical Classifier Design},
journal = {CoRR},
volume = {abs/1711.03512},
year = {2017},
url = {http://arxiv.org/abs/1711.03512},
eprinttype = {arXiv},
eprint = {1711.03512},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-03512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05391,
author = {Tianpei Xie and
Sijia Liu and
Alfred O. Hero III},
title = {Semiblind subgraph reconstruction in Gaussian graphical models},
journal = {CoRR},
volume = {abs/1711.05391},
year = {2017},
url = {http://arxiv.org/abs/1711.05391},
eprinttype = {arXiv},
eprint = {1711.05391},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05391.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-00157,
author = {Hye Won Chung and
Ji Oon Lee and
Alfred O. Hero III},
title = {Fundamental Limits on Data Acquisition: Trade-offs between Sample
Complexity and Query Difficulty},
journal = {CoRR},
volume = {abs/1712.00157},
year = {2017},
url = {http://arxiv.org/abs/1712.00157},
eprinttype = {arXiv},
eprint = {1712.00157},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-00157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04493,
author = {Farshad Harirchi and
Omar A. Khalil and
Sijia Liu and
Paolo Elvati and
Angela Violi and
Alfred O. Hero III},
title = {A Data-Driven Sparse-Learning Approach to Model Reduction in Chemical
Reaction Networks},
journal = {CoRR},
volume = {abs/1712.04493},
year = {2017},
url = {http://arxiv.org/abs/1712.04493},
eprinttype = {arXiv},
eprint = {1712.04493},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-06281,
author = {Omar A. Khalil and
Farshad Harirchi and
Doohyun Kim and
Sijia Liu and
Paolo Elvati and
Angela Violi and
Alfred O. Hero III},
title = {Model Reduction in Chemical Reaction Networks: {A} Data-Driven Sparse-Learning
Approach},
journal = {CoRR},
volume = {abs/1712.06281},
year = {2017},
url = {http://arxiv.org/abs/1712.06281},
eprinttype = {arXiv},
eprint = {1712.06281},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-06281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ChenHR16,
author = {Jie Chen and
Alfred O. Hero III and
Indika Rajapakse},
title = {Spectral identification of topological domains},
journal = {Bioinform.},
volume = {32},
number = {14},
pages = {2151--2158},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btw221},
doi = {10.1093/BIOINFORMATICS/BTW221},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/ChenHR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/biomedsem/ZhengHMLHSH16,
author = {Jie Zheng and
Marcelline R. Harris and
Anna Maria Masci and
Yu Lin and
Alfred O. Hero III and
Barry Smith and
Yongqun He},
title = {The Ontology of Biological and Clinical Statistics {(OBCS)} for standardized
and reproducible statistical analysis},
journal = {J. Biomed. Semant.},
volume = {7},
pages = {53},
year = {2016},
url = {https://doi.org/10.1186/s13326-016-0100-2},
doi = {10.1186/S13326-016-0100-2},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/biomedsem/ZhengHMLHSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LiuBPWZGH16,
author = {Tzu{-}Yu Liu and
Thomas Burke and
Lawrence P. Park and
Christopher W. Woods and
Aimee K. Zaas and
Geoffrey S. Ginsburg and
Alfred O. Hero III},
title = {An individualized predictor of health and disease using paired reference
and target samples},
journal = {{BMC} Bioinform.},
volume = {17},
pages = {47},
year = {2016},
url = {https://doi.org/10.1186/s12859-016-0889-9},
doi = {10.1186/S12859-016-0889-9},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/LiuBPWZGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/McLaughlinPHTP16,
author = {Steve McLaughlin and
Marcelo Pereyra and
Alfred O. Hero III and
Jean{-}Yves Tourneret and
Jean{-}Christophe Pesquet},
title = {Introduction to the Issue on Stochastic Simulation and Optimization
in Signal Processing},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {2},
pages = {221--223},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2016.2524963},
doi = {10.1109/JSTSP.2016.2524963},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/McLaughlinPHTP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/PereyraSCPTHM16,
author = {Marcelo Pereyra and
Philip Schniter and
{\'{E}}milie Chouzenoux and
Jean{-}Christophe Pesquet and
Jean{-}Yves Tourneret and
Alfred O. Hero III and
Steve McLaughlin},
title = {A Survey of Stochastic Simulation and Optimization Methods in Signal
Processing},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {2},
pages = {224--241},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2015.2496908},
doi = {10.1109/JSTSP.2015.2496908},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/PereyraSCPTHM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/HeroR16,
author = {Alfred O. Hero III and
Bala Rajaratnam},
title = {Foundational Principles for Large-Scale Inference: Illustrations Through
Correlation Mining},
journal = {Proc. {IEEE}},
volume = {104},
number = {1},
pages = {93--110},
year = {2016},
url = {https://doi.org/10.1109/JPROC.2015.2494178},
doi = {10.1109/JPROC.2015.2494178},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pieee/HeroR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/GreenewaldZH16,
author = {Kristjan H. Greenewald and
Edmund G. Zelnio and
Alfred O. Hero III},
title = {Robust {SAR} {STAP} via Kronecker decomposition},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {52},
number = {6},
pages = {2612--2625},
year = {2016},
url = {https://doi.org/10.1109/TAES.2016.150712},
doi = {10.1109/TAES.2016.150712},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/GreenewaldZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Hsiao0CH16,
author = {Ko{-}Jen Hsiao and
Kevin S. Xu and
Jeff Calder and
Alfred O. Hero III},
title = {Multicriteria Similarity-Based Anomaly Detection Using Pareto Depth
Analysis},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {6},
pages = {1307--1321},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2466686},
doi = {10.1109/TNNLS.2015.2466686},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Hsiao0CH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BerishaWHS16,
author = {Visar Berisha and
Alan Wisler and
Alfred O. Hero III and
Andreas Spanias},
title = {Empirically Estimable Classification Bounds Based on a Nonparametric
Divergence Measure},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {3},
pages = {580--591},
year = {2016},
url = {https://doi.org/10.1109/TSP.2015.2477805},
doi = {10.1109/TSP.2015.2477805},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/BerishaWHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/BanerjeeH16,
author = {Taposh Banerjee and
Alfred O. Hero III},
editor = {Michael B. Matthews},
title = {Quickest hub discovery in correlation graphs},
booktitle = {50th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2016, Pacific Grove, CA, USA, November 6-9, 2016},
pages = {1248--1255},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ACSSC.2016.7869573},
doi = {10.1109/ACSSC.2016.7869573},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/BanerjeeH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/GreenewaldKH16,
author = {Kristjan H. Greenewald and
Stephen Kelley and
Alfred O. Hero III},
title = {Dynamic metric learning from pairwise comparisons},
booktitle = {54th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2016, Monticello, IL, USA, September 27-30, 2016},
pages = {1327--1334},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ALLERTON.2016.7852388},
doi = {10.1109/ALLERTON.2016.7852388},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/GreenewaldKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/ChenH16,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Multilayer spectral graph clustering via convex layer aggregation},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {317--321},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7905855},
doi = {10.1109/GLOBALSIP.2016.7905855},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/ChenH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/WilmanskiKH16,
author = {Michael Wilmanski and
Chris Kreucher and
Alfred O. Hero III},
title = {Complex input convolutional neural networks for wide angle {SAR} {ATR}},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {1037--1041},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7905999},
doi = {10.1109/GLOBALSIP.2016.7905999},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globalsip/WilmanskiKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/WeiSCHT16,
author = {Lu Wei and
Anand D. Sarwate and
Jukka Corander and
Alfred O. Hero III and
Vahid Tarokh},
title = {Analysis of a privacy-preserving {PCA} algorithm using random matrix
theory},
booktitle = {2016 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
pages = {1335--1339},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GlobalSIP.2016.7906058},
doi = {10.1109/GLOBALSIP.2016.7906058},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globalsip/WeiSCHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenMKMH16,
author = {Yu{-}Hui Chen and
Roni Mittelman and
Boklye Kim and
Charles R. Meyer and
Alfred O. Hero III},
title = {Particle filtering for slice-to-volume motion correction in {EPI}
based functional {MRI}},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {679--683},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7471761},
doi = {10.1109/ICASSP.2016.7471761},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenMKMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TodrosH16,
author = {Koby Todros and
Alfred O. Hero III},
title = {Measure-transformed quasi likelihood ratio test},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {4259--4263},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472480},
doi = {10.1109/ICASSP.2016.7472480},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TodrosH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenCH16,
author = {Pin{-}Yu Chen and
Sutanay Choudhury and
Alfred O. Hero III},
title = {Multi-centrality graph spectral decompositions and their application
to cyber intrusion detection},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {4553--4557},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472539},
doi = {10.1109/ICASSP.2016.7472539},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GliskeSMH16,
author = {Stephen V. Gliske and
William C. Stacey and
Kevin R. Moon and
Alfred O. Hero III},
title = {The intrinsic value of {HFO} features as a biomarker of epileptic
activity},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {6290--6294},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472887},
doi = {10.1109/ICASSP.2016.7472887},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GliskeSMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/MoonSGH16,
author = {Kevin R. Moon and
Kumar Sricharan and
Kristjan H. Greenewald and
Alfred O. Hero III},
title = {Improving convergence of divergence functional ensemble estimators},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2016,
Barcelona, Spain, July 10-15, 2016},
pages = {1133--1137},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISIT.2016.7541476},
doi = {10.1109/ISIT.2016.7541476},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/MoonSGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/ChungZSH16,
author = {Hye Won Chung and
Lizhong Zheng and
Brian M. Sadler and
Alfred O. Hero III},
title = {Unequal error protection coding approaches to the noisy 20 questions
problem},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2016,
Barcelona, Spain, July 10-15, 2016},
pages = {1700--1704},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISIT.2016.7541589},
doi = {10.1109/ISIT.2016.7541589},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/ChungZSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itw/WeiZHT16,
author = {Lu Wei and
Zhong Zheng and
Alfred O. Hero III and
Vahid Tarokh},
title = {Scaling laws and phase transitions for target detection in {MIMO}
radar},
booktitle = {2016 {IEEE} Information Theory Workshop, {ITW} 2016, Cambridge, United
Kingdom, September 11-14, 2016},
pages = {345--348},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ITW.2016.7606853},
doi = {10.1109/ITW.2016.7606853},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itw/WeiZHT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp-brims/OselioH16,
author = {Brandon Oselio and
Alfred O. Hero III},
editor = {Kevin S. Xu and
David Reitter and
Dongwon Lee and
Nathaniel Osgood},
title = {Dynamic Directed Influence Networks: {A} Study of Campaigns on Twitter},
booktitle = {Social, Cultural, and Behavioral Modeling, 9th International Conference,
SBP-BRiMS 2016, Washington, DC, USA, June 28 - July 1, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9708},
pages = {152--161},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39931-7\_15},
doi = {10.1007/978-3-319-39931-7\_15},
timestamp = {Tue, 29 Dec 2020 18:35:21 +0100},
biburl = {https://dblp.org/rec/conf/sbp-brims/OselioH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/HalayTH16,
author = {Nir Halay and
Koby Todros and
Alfred O. Hero III},
title = {Measure transformed quasi likelihood ratio test for Bayesian binary
hypothesis testing},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2016, Palma de
Mallorca, Spain, June 26-29, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSP.2016.7551707},
doi = {10.1109/SSP.2016.7551707},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/HalayTH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/AltmannMMNBMH16,
author = {Yoann Altmann and
Aurora Maccarone and
Aongus McCarthy and
Gregory E. Newstadt and
Gerald S. Buller and
Stephen McLaughlin and
Alfred O. Hero III},
title = {Robust spectral unmixing of multispectral Lidar waveforms},
booktitle = {8th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2016, Los Angeles, CA, USA, August 21-24,
2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WHISPERS.2016.8071782},
doi = {10.1109/WHISPERS.2016.8071782},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/whispers/AltmannMMNBMH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/p/HeroR16,
author = {Alfred O. Hero III and
Bala Rajaratnam},
editor = {Shuguang Cui and
Alfred O. Hero III and
Zhi{-}Quan Luo and
Jos{\'{e}} M. F. Moura},
title = {Large-scale correlation mining for biomolecular network discovery},
booktitle = {Big Data over Networks},
pages = {409--436},
publisher = {Cambridge University Press},
year = {2016},
url = {https://doi.org/10.1017/CBO9781316162750.016},
doi = {10.1017/CBO9781316162750.016},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/cu/p/HeroR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/cu/CHLM2016,
editor = {Shuguang Cui and
Alfred O. Hero III and
Zhi{-}Quan Luo and
Jos{\'{e}} M. F. Moura},
title = {Big Data over Networks},
publisher = {Cambridge University Press},
year = {2016},
url = {https://doi.org/10.1017/CBO9781316162750},
doi = {10.1017/CBO9781316162750},
isbn = {9781316162750},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/cu/CHLM2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YilmazH16,
author = {Yasin Yilmaz and
Alfred O. Hero III},
title = {Multimodal Event Detection in Twitter Hashtag Networks},
journal = {CoRR},
volume = {abs/1601.00306},
year = {2016},
url = {http://arxiv.org/abs/1601.00306},
eprinttype = {arXiv},
eprint = {1601.00306},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YilmazH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonSGH16,
author = {Kevin R. Moon and
Kumar Sricharan and
Kristjan H. Greenewald and
Alfred O. Hero III},
title = {Improving Convergence of Divergence Functional Ensemble Estimators},
journal = {CoRR},
volume = {abs/1601.06884},
year = {2016},
url = {http://arxiv.org/abs/1601.06884},
eprinttype = {arXiv},
eprint = {1601.06884},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonSGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GreenewaldKH16,
author = {Kristjan H. Greenewald and
Stephen Kelley and
Alfred O. Hero III},
title = {Distance Metric Tracking},
journal = {CoRR},
volume = {abs/1603.03678},
year = {2016},
url = {http://arxiv.org/abs/1603.03678},
eprinttype = {arXiv},
eprint = {1603.03678},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GreenewaldKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenH16,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Phase Transitions and a Model Order Selection Criterion for Spectral
Graph Clustering},
journal = {CoRR},
volume = {abs/1604.03159},
year = {2016},
url = {http://arxiv.org/abs/1604.03159},
eprinttype = {arXiv},
eprint = {1604.03159},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GreenewaldZH16,
author = {Kristjan H. Greenewald and
Edmund G. Zelnio and
Alfred O. Hero III},
title = {Robust {SAR} {STAP} via Kronecker Decomposition},
journal = {CoRR},
volume = {abs/1605.01790},
year = {2016},
url = {http://arxiv.org/abs/1605.01790},
eprinttype = {arXiv},
eprint = {1605.01790},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GreenewaldZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChungSZH16,
author = {Hye Won Chung and
Brian M. Sadler and
Lizhong Zheng and
Alfred O. Hero III},
title = {Unequal Error Protection Querying Policies for the Noisy 20 Questions
Problem},
journal = {CoRR},
volume = {abs/1606.09233},
year = {2016},
url = {http://arxiv.org/abs/1606.09233},
eprinttype = {arXiv},
eprint = {1606.09233},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChungSZH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChepuriLLH16,
author = {Sundeep Prabhakar Chepuri and
Sijia Liu and
Geert Leus and
Alfred O. Hero III},
title = {Learning Sparse Graphs Under Smoothness Prior},
journal = {CoRR},
volume = {abs/1609.03448},
year = {2016},
url = {http://arxiv.org/abs/1609.03448},
eprinttype = {arXiv},
eprint = {1609.03448},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChepuriLLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonNSH16,
author = {Kevin R. Moon and
Morteza Noshad and
Salimeh Yasaei Sekeh and
Alfred O. Hero III},
title = {Information Theoretic Structure Learning with Confidence},
journal = {CoRR},
volume = {abs/1609.03912},
year = {2016},
url = {http://arxiv.org/abs/1609.03912},
eprinttype = {arXiv},
eprint = {1609.03912},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonNSH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenTTLKH16,
author = {Pin{-}Yu Chen and
Chun{-}Chen Tu and
Pai{-}Shun Ting and
Ya{-}Yun Lo and
Danai Koutra and
Alfred O. Hero III},
title = {Identifying Influential Links for Event Propagation on Twitter: {A}
Network of Networks Approach},
journal = {CoRR},
volume = {abs/1609.05378},
year = {2016},
url = {http://arxiv.org/abs/1609.05378},
eprinttype = {arXiv},
eprint = {1609.05378},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenTTLKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenGH16,
author = {Pin{-}Yu Chen and
Thibaut Gensollen and
Alfred O. Hero III},
title = {{AMOS:} An Automated Model Order Selection Algorithm for Spectral
Graph Clustering},
journal = {CoRR},
volume = {abs/1609.06457},
year = {2016},
url = {http://arxiv.org/abs/1609.06457},
eprinttype = {arXiv},
eprint = {1609.06457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenH16c,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Multilayer Spectral Graph Clustering via Convex Layer Aggregation},
journal = {CoRR},
volume = {abs/1609.07200},
year = {2016},
url = {http://arxiv.org/abs/1609.07200},
eprinttype = {arXiv},
eprint = {1609.07200},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenH16c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GreenewaldKH16a,
author = {Kristjan H. Greenewald and
Stephen Kelley and
Alfred O. Hero III},
title = {Dynamic Metric Learning from Pairwise Comparisons},
journal = {CoRR},
volume = {abs/1610.03090},
year = {2016},
url = {http://arxiv.org/abs/1610.03090},
eprinttype = {arXiv},
eprint = {1610.03090},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GreenewaldKH16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieNH16,
author = {Tianpei Xie and
Nasser M. Narabadi and
Alfred O. Hero III},
title = {Robust training on approximated minimal-entropy set},
journal = {CoRR},
volume = {abs/1610.06806},
year = {2016},
url = {http://arxiv.org/abs/1610.06806},
eprinttype = {arXiv},
eprint = {1610.06806},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XieNH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JungHMA16,
author = {Alexander Jung and
Alfred O. Hero III and
Alexandru Mara and
Sabeur Aridhi},
title = {Scalable Semi-Supervised Learning over Networks using Nonsmooth Convex
Optimization},
journal = {CoRR},
volume = {abs/1611.00714},
year = {2016},
url = {http://arxiv.org/abs/1611.00714},
eprinttype = {arXiv},
eprint = {1611.00714},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JungHMA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamnum/CalderEH15,
author = {Jeff Calder and
Selim Esedoglu and
Alfred O. Hero III},
title = {A PDE-based Approach to Nondominated Sorting},
journal = {{SIAM} J. Numer. Anal.},
volume = {53},
number = {1},
pages = {82--104},
year = {2015},
url = {https://doi.org/10.1137/130940657},
doi = {10.1137/130940657},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamnum/CalderEH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/BerishaH15,
author = {Visar Berisha and
Alfred O. Hero III},
title = {Empirical Non-Parametric Estimation of the Fisher Information},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {7},
pages = {988--992},
year = {2015},
url = {https://doi.org/10.1109/LSP.2014.2378514},
doi = {10.1109/LSP.2014.2378514},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/BerishaH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ChenWNGSH15,
author = {Yu{-}Hui Chen and
Dennis L. Wei and
Gregory E. Newstadt and
Marc De Graef and
Jeff P. Simmons and
Alfred O. Hero III},
title = {Parameter Estimation in Spherical Symmetry Groups},
journal = {{IEEE} Signal Process. Lett.},
volume = {22},
number = {8},
pages = {1152--1155},
year = {2015},
url = {https://doi.org/10.1109/LSP.2014.2387206},
doi = {10.1109/LSP.2014.2387206},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/ChenWNGSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/DufourLDTCTGHO15,
author = {Alexandre Cecilien Dufour and
Tzu{-}Yu Liu and
Christel Ducroz and
Robin Tournemenne and
Beryl Cummings and
Roman Thibeaux and
Nancy Guillen and
Alfred O. Hero III and
Jean{-}Christophe Olivo{-}Marin},
title = {Signal Processing Challenges in Quantitative 3-D Cell Morphology:
More than meets the eye},
journal = {{IEEE} Signal Process. Mag.},
volume = {32},
number = {1},
pages = {30--40},
year = {2015},
url = {https://doi.org/10.1109/MSP.2014.2359131},
doi = {10.1109/MSP.2014.2359131},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/DufourLDTCTGHO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/AltmannMH15,
author = {Yoann Altmann and
Steve McLaughlin and
Alfred O. Hero III},
title = {Robust Linear Spectral Unmixing Using Anomaly Detection},
journal = {{IEEE} Trans. Computational Imaging},
volume = {1},
number = {2},
pages = {74--85},
year = {2015},
url = {https://doi.org/10.1109/TCI.2015.2455411},
doi = {10.1109/TCI.2015.2455411},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tci/AltmannMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HsiaoCH15,
author = {Ko{-}Jen Hsiao and
Jeff Calder and
Alfred O. Hero III},
title = {Pareto-Depth for Multiple-Query Image Retrieval},
journal = {{IEEE} Trans. Image Process.},
volume = {24},
number = {2},
pages = {583--594},
year = {2015},
url = {https://doi.org/10.1109/TIP.2014.2378057},
doi = {10.1109/TIP.2014.2378057},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/HsiaoCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/WeiH15,
author = {Dennis L. Wei and
Alfred O. Hero III},
title = {Performance Guarantees for Adaptive Estimation of Sparse Signals},
journal = {{IEEE} Trans. Inf. Theory},
volume = {61},
number = {4},
pages = {2043--2059},
year = {2015},
url = {https://doi.org/10.1109/TIT.2015.2403302},
doi = {10.1109/TIT.2015.2403302},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/WeiH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TodrosH15,
author = {Koby Todros and
Alfred O. Hero III},
title = {Robust Multiple Signal Classification via Probability Measure Transformation},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {5},
pages = {1156--1170},
year = {2015},
url = {https://doi.org/10.1109/TSP.2014.2388436},
doi = {10.1109/TSP.2014.2388436},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TodrosH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/NewstadtWH15,
author = {Gregory E. Newstadt and
Dennis L. Wei and
Alfred O. Hero III},
title = {Adaptive Search and Tracking of Sparse Dynamic Targets Under Resource
Constraints},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {9},
pages = {2321--2335},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2405493},
doi = {10.1109/TSP.2015.2405493},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/NewstadtWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TsiligkaridisSH15,
author = {Theodoros Tsiligkaridis and
Brian M. Sadler and
Alfred O. Hero III},
title = {On Decentralized Estimation With Active Queries},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {10},
pages = {2610--2622},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2411223},
doi = {10.1109/TSP.2015.2411223},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/TsiligkaridisSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MarjanovicH15,
author = {Goran Marjanovic and
Alfred O. Hero III},
title = {l\({}_{\mbox{0}}\) Sparse Inverse Covariance Estimation},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {12},
pages = {3218--3231},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2416680},
doi = {10.1109/TSP.2015.2416680},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MarjanovicH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenH15,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Phase Transitions in Spectral Community Detection},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {16},
pages = {4339--4347},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2442958},
doi = {10.1109/TSP.2015.2442958},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChenH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenH15a,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Deep Community Detection},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {21},
pages = {5706--5719},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2458782},
doi = {10.1109/TSP.2015.2458782},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChenH15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/NewstadtMWHH15,
author = {Gregory E. Newstadt and
Beipeng Mu and
Dennis L. Wei and
Jonathan P. How and
Alfred O. Hero III},
title = {Importance-Weighted Adaptive Search for Multi-Class Targets},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {23},
pages = {6299--6314},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2472370},
doi = {10.1109/TSP.2015.2472370},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/NewstadtMWHH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/GreenewaldH15,
author = {Kristjan H. Greenewald and
Alfred O. Hero III},
title = {Robust Kronecker Product {PCA} for Spatio-Temporal Covariance Estimation},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {23},
pages = {6368--6378},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2472364},
doi = {10.1109/TSP.2015.2472364},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/GreenewaldH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/ChungSH15,
author = {Hye Won Chung and
Brian M. Sadler and
Alfred O. Hero III},
title = {Bounds on variance for symmetric unimodal distributions},
booktitle = {53rd Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2015, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, September 29 - October 2, 2015},
pages = {1235--1240},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ALLERTON.2015.7447149},
doi = {10.1109/ALLERTON.2015.7447149},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/ChungSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsp-spe/MoonHD15,
author = {Kevin R. Moon and
Alfred O. Hero III and
V{\'{e}}ronique Delouille},
title = {Meta learning of bounds on the Bayes classifier error},
booktitle = {{IEEE} Signal Processing and Signal Processing Education Workshop,
{SP/SPE} 2015, Salt Lake City, UT, USA, August 9-12, 2015},
pages = {13--18},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSP-SPE.2015.7369520},
doi = {10.1109/DSP-SPE.2015.7369520},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsp-spe/MoonHD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/MuNWHH15,
author = {Beipeng Mu and
Gregory E. Newstadt and
Dennis L. Wei and
Alfred O. Hero III and
Jonathan P. How},
title = {Adaptive search for multi-class targets with heterogeneous importance},
booktitle = {18th International Conference on Information Fusion, {FUSION} 2015,
Washington, DC, USA, July 6-9, 2015},
pages = {28--33},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/document/7266540/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/MuNWHH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ChenWNGSH15,
author = {Yu{-}Hui Chen and
Dennis L. Wei and
Gregory E. Newstadt and
Marc De Graef and
Jeffrey P. Simmons and
Alfred O. Hero III},
title = {Statistical estimation and clustering of group-invariant orientation
parameters},
booktitle = {18th International Conference on Information Fusion, {FUSION} 2015,
Washington, DC, USA, July 6-9, 2015},
pages = {719--726},
publisher = {{IEEE}},
year = {2015},
url = {https://ieeexplore.ieee.org/document/7266631/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/ChenWNGSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XieNH15,
author = {Tianpei Xie and
Nasser M. Nasrabadi and
Alfred O. Hero III},
title = {Semi-supervised multi-sensor classification via consensus-based Multi-View
Maximum Entropy Discrimination},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {1936--1940},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178308},
doi = {10.1109/ICASSP.2015.7178308},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XieNH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AltmannMH15,
author = {Yoann Altmann and
Steve McLaughlin and
Alfred O. Hero III},
title = {Robust linear spectral unmixing using outlier detection},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {2464--2468},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178414},
doi = {10.1109/ICASSP.2015.7178414},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/AltmannMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenH15,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Phase transitions in spectral community detection of large noisy networks},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3402--3406},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178602},
doi = {10.1109/ICASSP.2015.7178602},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TodrosH15,
author = {Koby Todros and
Alfred O. Hero III},
title = {Measure-transformed quasi maximum likelihood estimation with application
to source localization},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3462--3466},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178614},
doi = {10.1109/ICASSP.2015.7178614},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TodrosH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MarjanovicUH15,
author = {Goran Marjanovic and
Magnus O. Ulfarsson and
Alfred O. Hero III},
title = {{MIST:} {L0} sparse linear regression with momentum},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3551--3555},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178632},
doi = {10.1109/ICASSP.2015.7178632},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MarjanovicUH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OselioKH15,
author = {Brandon Oselio and
Alex Kulesza and
Alfred O. Hero III},
title = {Information extraction from large multi-layer social networks},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {5451--5455},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7179013},
doi = {10.1109/ICASSP.2015.7179013},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/OselioKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ChenWNSH15,
author = {Yu{-}Hui Chen and
Dennis L. Wei and
Gregory E. Newstadt and
Jeffrey P. Simmons and
Alfred O. Hero III},
title = {Coercive region-level registration for multi-modal images},
booktitle = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
Quebec City, QC, Canada, September 27-30, 2015},
pages = {2419--2423},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICIP.2015.7351236},
doi = {10.1109/ICIP.2015.7351236},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ChenWNSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BanerjeeFH15,
author = {Taposh Banerjee and
Hamed Firouzi and
Alfred O. Hero III},
title = {Non-parametric quickest change detection for large scale random matrices},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
Hong Kong, China, June 14-19, 2015},
pages = {146--150},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISIT.2015.7282434},
doi = {10.1109/ISIT.2015.7282434},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/BanerjeeFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/VegaPH15,
author = {Leonardo Rey Vega and
Pablo Piantanida and
Alfred O. Hero III},
title = {On the rate-distortion regions for interactive source coding},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
Hong Kong, China, June 14-19, 2015},
pages = {1771--1775},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISIT.2015.7282760},
doi = {10.1109/ISIT.2015.7282760},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/VegaPH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YilmazH15,
author = {Yasin Yilmaz and
Alfred O. Hero III},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Multimodal factor analysis},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324340},
doi = {10.1109/MLSP.2015.7324340},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/YilmazH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/OselioKH15,
author = {Brandon Oselio and
Alex Kulesza and
Alfred O. Hero III},
editor = {Nitin Agarwal and
Kevin S. Xu and
Nathaniel Osgood},
title = {Socio-Spatial Pareto Frontiers of Twitter Networks},
booktitle = {Social Computing, Behavioral-Cultural Modeling, and Prediction - 8th
International Conference, {SBP} 2015, Washington, DC, USA, March 31-April
3, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9021},
pages = {388--393},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-16268-3\_48},
doi = {10.1007/978-3-319-16268-3\_48},
timestamp = {Tue, 09 Jan 2024 11:05:37 +0100},
biburl = {https://dblp.org/rec/conf/sbp/OselioKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VegaPH15,
author = {Leonardo Rey Vega and
Pablo Piantanida and
Alfred O. Hero III},
title = {The Three-Terminal Interactive Lossy Source Coding Problem},
journal = {CoRR},
volume = {abs/1502.01359},
year = {2015},
url = {http://arxiv.org/abs/1502.01359},
eprinttype = {arXiv},
eprint = {1502.01359},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VegaPH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FirouziRH15,
author = {Hamed Firouzi and
Bala Rajaratnam and
Alfred O. Hero III},
title = {Two-stage Sampling, Prediction and Adaptive Regression via Correlation
Screening {(SPARCS)}},
journal = {CoRR},
volume = {abs/1502.06189},
year = {2015},
url = {http://arxiv.org/abs/1502.06189},
eprinttype = {arXiv},
eprint = {1502.06189},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FirouziRH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenWNSH15,
author = {Yu{-}Hui Chen and
Dennis L. Wei and
Gregory E. Newstadt and
Jeffrey P. Simmons and
Alfred O. Hero III},
title = {Coercive Region-level Registration for Multi-modal Images},
journal = {CoRR},
volume = {abs/1502.07432},
year = {2015},
url = {http://arxiv.org/abs/1502.07432},
eprinttype = {arXiv},
eprint = {1502.07432},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenWNSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenPWNJSGH15,
author = {Yu{-}Hui Chen and
Se Un Park and
Dennis L. Wei and
Gregory E. Newstadt and
Michael A. Jackson and
Jeff P. Simmons and
Marc De Graef and
Alfred O. Hero III},
title = {A Dictionary Approach to {EBSD} Indexing},
journal = {CoRR},
volume = {abs/1502.07436},
year = {2015},
url = {http://arxiv.org/abs/1502.07436},
eprinttype = {arXiv},
eprint = {1502.07436},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenPWNJSGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonLDVWH15,
author = {Kevin R. Moon and
Jimmy J. Li and
V{\'{e}}ronique Delouille and
Ruben De Visscher and
Fraser Watson and
Alfred O. Hero III},
title = {Image patch analysis of sunspots and active regions. I. Intrinsic
dimension and correlation analysis},
journal = {CoRR},
volume = {abs/1503.04127},
year = {2015},
url = {http://arxiv.org/abs/1503.04127},
eprinttype = {arXiv},
eprint = {1503.04127},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonLDVWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenH15a,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Phase Transitions in Spectral Community Detection of Large Noisy Networks},
journal = {CoRR},
volume = {abs/1504.02412},
year = {2015},
url = {http://arxiv.org/abs/1504.02412},
eprinttype = {arXiv},
eprint = {1504.02412},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenH15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonDLVWH15,
author = {Kevin R. Moon and
V{\'{e}}ronique Delouille and
Jimmy J. Li and
Ruben De Visscher and
Fraser Watson and
Alfred O. Hero III},
title = {Image patch analysis of sunspots and active regions. {II.} Clustering
via dictionary learning},
journal = {CoRR},
volume = {abs/1504.02762},
year = {2015},
url = {http://arxiv.org/abs/1504.02762},
eprinttype = {arXiv},
eprint = {1504.02762},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonDLVWH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonDH15,
author = {Kevin R. Moon and
V{\'{e}}ronique Delouille and
Alfred O. Hero III},
title = {Meta learning of bounds on the Bayes classifier error},
journal = {CoRR},
volume = {abs/1504.07116},
year = {2015},
url = {http://arxiv.org/abs/1504.07116},
eprinttype = {arXiv},
eprint = {1504.07116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonDH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PereyraSCPTHM15,
author = {Marcelo Pereyra and
Philip Schniter and
{\'{E}}milie Chouzenoux and
Jean{-}Christophe Pesquet and
Jean{-}Yves Tourneret and
Alfred O. Hero III and
Steve McLaughlin},
title = {Tutorial on Stochastic Simulation and Optimization Methods in Signal
Processing},
journal = {CoRR},
volume = {abs/1505.00273},
year = {2015},
url = {http://arxiv.org/abs/1505.00273},
eprinttype = {arXiv},
eprint = {1505.00273},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/PereyraSCPTHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BanerjeeFH15,
author = {Taposh Banerjee and
Hamed Firouzi and
Alfred O. Hero III},
title = {Non-parametric Quickest Change Detection for Large Scale Random Matrices},
journal = {CoRR},
volume = {abs/1506.06199},
year = {2015},
url = {http://arxiv.org/abs/1506.06199},
eprinttype = {arXiv},
eprint = {1506.06199},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BanerjeeFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OselioKH15,
author = {Brandon Oselio and
Alex Kulesza and
Alfred O. Hero III},
title = {Socio-Spatial Pareto Frontiers of Twitter Networks},
journal = {CoRR},
volume = {abs/1506.08916},
year = {2015},
url = {http://arxiv.org/abs/1506.08916},
eprinttype = {arXiv},
eprint = {1506.08916},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OselioKH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OselioKH15a,
author = {Brandon Oselio and
Alex Kulesza and
Alfred O. Hero III},
title = {Information Extraction from Larger Multi-layer Social Networks},
journal = {CoRR},
volume = {abs/1507.00087},
year = {2015},
url = {http://arxiv.org/abs/1507.00087},
eprinttype = {arXiv},
eprint = {1507.00087},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OselioKH15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieNH15,
author = {Tianpei Xie and
Nasser M. Nasrabadi and
Alfred O. Hero III},
title = {Semi-supervised Multi-sensor Classification via Consensus-based Multi-View
Maximum Entropy Discrimination},
journal = {CoRR},
volume = {abs/1507.01269},
year = {2015},
url = {http://arxiv.org/abs/1507.01269},
eprinttype = {arXiv},
eprint = {1507.01269},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieNH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieNH15a,
author = {Tianpei Xie and
Nasser M. Nasrabadi and
Alfred O. Hero III},
title = {Learning to classify with possible sensor failures},
journal = {CoRR},
volume = {abs/1507.04540},
year = {2015},
url = {http://arxiv.org/abs/1507.04540},
eprinttype = {arXiv},
eprint = {1507.04540},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieNH15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TodrosH15,
author = {Koby Todros and
Alfred O. Hero III},
title = {Robust Multiple Signal Classification via Probability Measure Transformation},
journal = {CoRR},
volume = {abs/1508.01625},
year = {2015},
url = {http://arxiv.org/abs/1508.01625},
eprinttype = {arXiv},
eprint = {1508.01625},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TodrosH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BanerjeeFH15a,
author = {Taposh Banerjee and
Hamed Firouzi and
Alfred O. Hero III},
title = {Quickest Detection for Changes in Maximal kNN Coherence of Random
Matrices},
journal = {CoRR},
volume = {abs/1508.04720},
year = {2015},
url = {http://arxiv.org/abs/1508.04720},
eprinttype = {arXiv},
eprint = {1508.04720},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BanerjeeFH15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Hsiao0CH15,
author = {Ko{-}Jen Hsiao and
Kevin S. Xu and
Jeff Calder and
Alfred O. Hero III},
title = {Multi-criteria Similarity-based Anomaly Detection using Pareto Depth
Analysis},
journal = {CoRR},
volume = {abs/1508.04887},
year = {2015},
url = {http://arxiv.org/abs/1508.04887},
eprinttype = {arXiv},
eprint = {1508.04887},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Hsiao0CH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GliskeMSH15,
author = {Stephen V. Gliske and
Kevin R. Moon and
William C. Stacey and
Alfred O. Hero III},
title = {The intrinsic value of {HFO} features as a biomarker of epileptic
activity},
journal = {CoRR},
volume = {abs/1510.03507},
year = {2015},
url = {http://arxiv.org/abs/1510.03507},
eprinttype = {arXiv},
eprint = {1510.03507},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GliskeMSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChungSH15,
author = {Hye Won Chung and
Brian M. Sadler and
Alfred O. Hero III},
title = {Bounds on Variance for Symmetric Unimodal Distributions},
journal = {CoRR},
volume = {abs/1510.08341},
year = {2015},
url = {http://arxiv.org/abs/1510.08341},
eprinttype = {arXiv},
eprint = {1510.08341},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChungSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenMKMH15,
author = {Yu{-}Hui Chen and
Roni Mittelman and
Boklye Kim and
Charles R. Meyer and
Alfred O. Hero III},
title = {Multimodal {MRI} Neuroimaging with Motion Compensation Based on Particle
Filtering},
journal = {CoRR},
volume = {abs/1511.03369},
year = {2015},
url = {http://arxiv.org/abs/1511.03369},
eprinttype = {arXiv},
eprint = {1511.03369},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenMKMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenZHH15,
author = {Pin{-}Yu Chen and
Baichuan Zhang and
Mohammad Al Hasan and
Alfred O. Hero III},
title = {Incremental Method for Spectral Clustering of Increasing Orders},
journal = {CoRR},
volume = {abs/1512.07349},
year = {2015},
url = {http://arxiv.org/abs/1512.07349},
eprinttype = {arXiv},
eprint = {1512.07349},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenZHH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenCH15,
author = {Pin{-}Yu Chen and
Sutanay Choudhury and
Alfred O. Hero III},
title = {Multi-centrality Graph Spectral Decompositions and their Application
to Cyber Intrusion Detection},
journal = {CoRR},
volume = {abs/1512.07372},
year = {2015},
url = {http://arxiv.org/abs/1512.07372},
eprinttype = {arXiv},
eprint = {1512.07372},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/ChenH14,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Assessing and safeguarding network resilience to nodal attacks},
journal = {{IEEE} Commun. Mag.},
volume = {52},
number = {11},
pages = {138--143},
year = {2014},
url = {https://doi.org/10.1109/MCOM.2014.6957154},
doi = {10.1109/MCOM.2014.6957154},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/ChenH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/0001KH14,
author = {Kevin S. Xu and
Mark Kliger and
Alfred O. Hero III},
title = {Adaptive evolutionary clustering},
journal = {Data Min. Knowl. Discov.},
volume = {28},
number = {2},
pages = {304--336},
year = {2014},
url = {https://doi.org/10.1007/s10618-012-0302-x},
doi = {10.1007/S10618-012-0302-X},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/0001KH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/OselioKH14,
author = {Brandon Oselio and
Alex Kulesza and
Alfred O. Hero III},
title = {Multi-Layer Graph Analysis for Dynamic Social Networks},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {8},
number = {4},
pages = {514--523},
year = {2014},
url = {https://doi.org/10.1109/JSTSP.2014.2328312},
doi = {10.1109/JSTSP.2014.2328312},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/OselioKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/0001H14,
author = {Kevin S. Xu and
Alfred O. Hero III},
title = {Dynamic Stochastic Blockmodels for Time-Evolving Social Networks},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {8},
number = {4},
pages = {552--562},
year = {2014},
url = {https://doi.org/10.1109/JSTSP.2014.2310294},
doi = {10.1109/JSTSP.2014.2310294},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/0001H14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/HsiaoKH14,
author = {Ko{-}Jen Hsiao and
Alex Kulesza and
Alfred O. Hero III},
title = {Social Collaborative Retrieval},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {8},
number = {4},
pages = {680--689},
year = {2014},
url = {https://doi.org/10.1109/JSTSP.2014.2317286},
doi = {10.1109/JSTSP.2014.2317286},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/HsiaoKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamma/CalderEH14,
author = {Jeff Calder and
Selim Esedoglu and
Alfred O. Hero III},
title = {A Hamilton-Jacobi Equation for the Continuum Limit of Nondominated
Sorting},
journal = {{SIAM} J. Math. Anal.},
volume = {46},
number = {1},
pages = {603--638},
year = {2014},
url = {https://doi.org/10.1137/13092842X},
doi = {10.1137/13092842X},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamma/CalderEH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/ParkDH14,
author = {Se Un Park and
Nicolas Dobigeon and
Alfred O. Hero III},
title = {Variational semi-blind sparse deconvolution with orthogonal kernel
bases and its application to {MRFM}},
journal = {Signal Process.},
volume = {94},
pages = {386--400},
year = {2014},
url = {https://doi.org/10.1016/j.sigpro.2013.06.013},
doi = {10.1016/J.SIGPRO.2013.06.013},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/ParkDH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/DobigeonTRBMH14,
author = {Nicolas Dobigeon and
Jean{-}Yves Tourneret and
C{\'{e}}dric Richard and
Jos{\'{e}} C. M. Bermudez and
Steve McLaughlin and
Alfred O. Hero III},
title = {Nonlinear Unmixing of Hyperspectral Images: Models and Algorithms},
journal = {{IEEE} Signal Process. Mag.},
volume = {31},
number = {1},
pages = {82--94},
year = {2014},
url = {https://doi.org/10.1109/MSP.2013.2279274},
doi = {10.1109/MSP.2013.2279274},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/DobigeonTRBMH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/NewstadtZH14,
author = {Gregory E. Newstadt and
Edmund G. Zelnio and
Alfred O. Hero III},
title = {Moving target inference with bayesian models in {SAR} imagery},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {50},
number = {3},
pages = {2004--2018},
year = {2014},
url = {https://doi.org/10.1109/TAES.2013.130123},
doi = {10.1109/TAES.2013.130123},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/NewstadtZH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TsiligkaridisSH14,
author = {Theodoros Tsiligkaridis and
Brian M. Sadler and
Alfred O. Hero III},
title = {Collaborative 20 Questions for Target Localization},
journal = {{IEEE} Trans. Inf. Theory},
volume = {60},
number = {4},
pages = {2233--2252},
year = {2014},
url = {https://doi.org/10.1109/TIT.2014.2304455},
doi = {10.1109/TIT.2014.2304455},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/TsiligkaridisSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MengWWH14,
author = {Zhaoshi Meng and
Dennis L. Wei and
Ami Wiesel and
Alfred O. Hero III},
title = {Marginal Likelihoods for Distributed Parameter Estimation of Gaussian
Graphical Models},
journal = {{IEEE} Trans. Signal Process.},
volume = {62},
number = {20},
pages = {5425--5438},
year = {2014},
url = {https://doi.org/10.1109/TSP.2014.2350956},
doi = {10.1109/TSP.2014.2350956},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MengWWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenH14,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Local Fiedler vector centrality for detection of deep and overlapping
communities in networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {1120--1124},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853771},
doi = {10.1109/ICASSP.2014.6853771},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XieNH14,
author = {Tianpei Xie and
Nasser M. Nasrabadi and
Alfred O. Hero III},
title = {Learning to classify with possible sensor failures},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {2395--2399},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854029},
doi = {10.1109/ICASSP.2014.6854029},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XieNH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MarjanovicH14,
author = {Goran Marjanovic and
Alfred O. Hero III},
title = {On lq estimation of sparse inverse covariance},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {3849--3853},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854322},
doi = {10.1109/ICASSP.2014.6854322},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MarjanovicH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TodrosH14,
author = {Koby Todros and
Alfred O. Hero III},
title = {Robust measure transformed music for {DOA} estimation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {4190--4194},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854391},
doi = {10.1109/ICASSP.2014.6854391},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TodrosH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenRH14,
author = {Jie Chen and
C{\'{e}}dric Richard and
Alfred O. Hero III},
title = {Nonlinear unmixing of hyperspectral images using a semiparametric
model and spatial regularization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {7954--7958},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6855149},
doi = {10.1109/ICASSP.2014.6855149},
timestamp = {Tue, 29 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenRH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbo/ZhengHMLHSH14,
author = {Jie Zheng and
Marcelline R. Harris and
Anna Maria Masci and
Yu Lin and
Alfred O. Hero III and
Barry Smith and
Yongqun He},
editor = {William R. Hogan and
Sivaram Arabandi and
Mathias Brochhausen},
title = {{OBCS:} The Ontology of Biological and Clinical Statistics},
booktitle = {Proceedings of the 5th International Conference on Biomedical Ontology,
{ICBO} 2014, Houston, Texas, USA, October 8-9, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1327},
pages = {65},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1327/icbo2014\_paper\_21.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:24 +0100},
biburl = {https://dblp.org/rec/conf/icbo/ZhengHMLHSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MoonLDWH14,
author = {Kevin R. Moon and
Jimmy J. Li and
V{\'{e}}ronique Delouille and
Fraser Watson and
Alfred O. Hero III},
title = {Image patch analysis and clustering of sunspots: {A} dimensionality
reduction approach},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {1623--1627},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7025325},
doi = {10.1109/ICIP.2014.7025325},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/MoonLDWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MengEH14,
author = {Zhaoshi Meng and
Brian Eriksson and
Alfred O. Hero III},
title = {Learning Latent Variable Gaussian Graphical Models},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1269--1277},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/meng14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/MengEH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/MoonH14,
author = {Kevin R. Moon and
Alfred O. Hero III},
title = {Ensemble estimation of multivariate f-divergence},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {356--360},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6874854},
doi = {10.1109/ISIT.2014.6874854},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/MoonH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/PiantanidaVH14,
author = {Pablo Piantanida and
Leonardo Rey Vega and
Alfred O. Hero III},
title = {A proof of the Generalized Markov Lemma with countable infinite sources},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {591--595},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6874901},
doi = {10.1109/ISIT.2014.6874901},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/PiantanidaVH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/VegaPH14,
author = {Leonardo Rey Vega and
Pablo Piantanida and
Alfred O. Hero III},
title = {On the three-terminal interactive lossy source coding problem},
booktitle = {2014 {IEEE} International Symposium on Information Theory, Honolulu,
HI, USA, June 29 - July 4, 2014},
pages = {771--775},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISIT.2014.6874937},
doi = {10.1109/ISIT.2014.6874937},
timestamp = {Sat, 16 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isit/VegaPH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ita/CalderEH14,
author = {Jeff Calder and
Selim Esedoglu and
Alfred O. Hero III},
title = {A continuum limit for non-dominated sorting},
booktitle = {2014 Information Theory and Applications Workshop, {ITA} 2014, San
Diego, CA, USA, February 9-14, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ITA.2014.6804207},
doi = {10.1109/ITA.2014.6804207},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ita/CalderEH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChenRHS14,
author = {Jie Chen and
C{\'{e}}dric Richard and
Alfred O. Hero III and
Ali H. Sayed},
title = {Diffusion {LMS} for multitask problems with overlapping hypothesis
subspaces},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2014, Reims, France, September 21-24, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/MLSP.2014.6958929},
doi = {10.1109/MLSP.2014.6958929},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/ChenRHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MoonH14,
author = {Kevin R. Moon and
Alfred O. Hero III},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Multivariate f-divergence Estimation With Confidence},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2420--2428},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/f4573fc71c731d5c362f0d7860945b88-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MoonH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/OselioKH14,
author = {Brandon Oselio and
Alex Kulesza and
Alfred O. Hero III},
editor = {William G. Kennedy and
Nitin Agarwal and
Shanchieh Jay Yang},
title = {Multi-objective Optimization for Multi-level Networks},
booktitle = {Social Computing, Behavioral-Cultural Modeling and Prediction - 7th
International Conference, {SBP} 2014, Washington, DC, USA, April 1-4,
2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8393},
pages = {129--136},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-05579-4\_16},
doi = {10.1007/978-3-319-05579-4\_16},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/OselioKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/GreenewaldH14,
author = {Kristjan H. Greenewald and
Alfred O. Hero III},
title = {Regularized block Toeplitz covariance matrix estimation via Kronecker
product expansions},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {9--12},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884562},
doi = {10.1109/SSP.2014.6884562},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/GreenewaldH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/NewstadtHS14,
author = {Gregory E. Newstadt and
Alfred O. Hero III and
Jeff P. Simmons},
title = {Robust spectral unmixing for anomaly detection},
booktitle = {{IEEE} Workshop on Statistical Signal Processing, {SSP} 2014, Gold
Coast, Australia, June 29 - July 2, 2014},
pages = {109--112},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SSP.2014.6884587},
doi = {10.1109/SSP.2014.6884587},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/NewstadtHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HsiaoKH14,
author = {Ko{-}Jen Hsiao and
Alex Kulesza and
Alfred O. Hero III},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Social collaborative retrieval},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {293--302},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556255},
doi = {10.1145/2556195.2556255},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HsiaoKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiaoCH14,
author = {Ko{-}Jen Hsiao and
Jeff Calder and
Alfred O. Hero III},
title = {Pareto-depth for Multiple-query Image Retrieval},
journal = {CoRR},
volume = {abs/1402.5176},
year = {2014},
url = {http://arxiv.org/abs/1402.5176},
eprinttype = {arXiv},
eprint = {1402.5176},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiaoCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001H14,
author = {Kevin S. Xu and
Alfred O. Hero III},
title = {Dynamic stochastic blockmodels for time-evolving social networks},
journal = {CoRR},
volume = {abs/1403.0921},
year = {2014},
url = {http://arxiv.org/abs/1403.0921},
eprinttype = {arXiv},
eprint = {1403.0921},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001H14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenH14,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Node Removal Vulnerability of the Largest Component of a Network},
journal = {CoRR},
volume = {abs/1403.2024},
year = {2014},
url = {http://arxiv.org/abs/1403.2024},
eprinttype = {arXiv},
eprint = {1403.2024},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FirouziWH14,
author = {Hamed Firouzi and
Dennis L. Wei and
Alfred O. Hero III},
title = {Spectral Correlation Hub Screening of Multivariate Time Series},
journal = {CoRR},
volume = {abs/1403.3371},
year = {2014},
url = {http://arxiv.org/abs/1403.3371},
eprinttype = {arXiv},
eprint = {1403.3371},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FirouziWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenSH14,
author = {Xu Chen and
Zeeshan Syed and
Alfred O. Hero III},
title = {{EEG} Spatial Decoding and Classification with Logit Shrinkage Regularized
Directed Information Assessment {(L-SODA)}},
journal = {CoRR},
volume = {abs/1404.0404},
year = {2014},
url = {http://arxiv.org/abs/1404.0404},
eprinttype = {arXiv},
eprint = {1404.0404},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NewstadtWH14,
author = {Gregory E. Newstadt and
Dennis L. Wei and
Alfred O. Hero III},
title = {Resource-Constrained Adaptive Search and Tracking for Sparse Dynamic
Targets},
journal = {CoRR},
volume = {abs/1404.2201},
year = {2014},
url = {http://arxiv.org/abs/1404.2201},
eprinttype = {arXiv},
eprint = {1404.2201},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NewstadtWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsiaoKH14,
author = {Ko{-}Jen Hsiao and
Alex Kulesza and
Alfred O. Hero III},
title = {Social Collaborative Retrieval},
journal = {CoRR},
volume = {abs/1404.2342},
year = {2014},
url = {http://arxiv.org/abs/1404.2342},
eprinttype = {arXiv},
eprint = {1404.2342},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsiaoKH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenHS14,
author = {Xu Chen and
Alfred O. Hero III and
Silvio Savarese},
title = {Shrinkage Optimized Directed Information using Pictorial Structures
for Action Recognition},
journal = {CoRR},
volume = {abs/1404.3312},
year = {2014},
url = {http://arxiv.org/abs/1404.3312},
eprinttype = {arXiv},
eprint = {1404.3312},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonH14,
author = {Kevin R. Moon and
Alfred O. Hero III},
title = {Ensemble estimation of multivariate f-divergence},
journal = {CoRR},
volume = {abs/1404.6230},
year = {2014},
url = {http://arxiv.org/abs/1404.6230},
eprinttype = {arXiv},
eprint = {1404.6230},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GreenewaldH14,
author = {Kristjan H. Greenewald and
Alfred O. Hero III},
title = {Kronecker {PCA} Based Spatio-Temporal Modeling of Video for Dismount
Classification},
journal = {CoRR},
volume = {abs/1405.4574},
year = {2014},
url = {http://arxiv.org/abs/1405.4574},
eprinttype = {arXiv},
eprint = {1405.4574},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GreenewaldH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MengEH14,
author = {Zhaoshi Meng and
Brian Eriksson and
Alfred O. Hero III},
title = {Learning Latent Variable Gaussian Graphical Models},
journal = {CoRR},
volume = {abs/1406.2721},
year = {2014},
url = {http://arxiv.org/abs/1406.2721},
eprinttype = {arXiv},
eprint = {1406.2721},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MengEH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonLDWH14,
author = {Kevin R. Moon and
Jimmy J. Li and
V{\'{e}}ronique Delouille and
Fraser Watson and
Alfred O. Hero III},
title = {Image patch analysis and clustering of sunspots: a dimensionality
reduction approach},
journal = {CoRR},
volume = {abs/1406.6390},
year = {2014},
url = {http://arxiv.org/abs/1406.6390},
eprinttype = {arXiv},
eprint = {1406.6390},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonLDWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenH14c,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Deep Community Detection},
journal = {CoRR},
volume = {abs/1407.6071},
year = {2014},
url = {http://arxiv.org/abs/1407.6071},
eprinttype = {arXiv},
eprint = {1407.6071},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenH14c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerishaH14,
author = {Visar Berisha and
Alfred O. Hero III},
title = {Empirical non-parametric estimation of the Fisher Information},
journal = {CoRR},
volume = {abs/1408.1182},
year = {2014},
url = {http://arxiv.org/abs/1408.1182},
eprinttype = {arXiv},
eprint = {1408.1182},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BerishaH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenH14d,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Universal Phase Transition in Community Detectability under a Stochastic
Block Model},
journal = {CoRR},
volume = {abs/1409.2186},
year = {2014},
url = {http://arxiv.org/abs/1409.2186},
eprinttype = {arXiv},
eprint = {1409.2186},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenH14d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenH14e,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Phase Transitions in Spectral Community Detection},
journal = {CoRR},
volume = {abs/1409.3207},
year = {2014},
url = {http://arxiv.org/abs/1409.3207},
eprinttype = {arXiv},
eprint = {1409.3207},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenH14e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NewstadtMWHH14,
author = {Gregory E. Newstadt and
Beipeng Mu and
Dennis L. Wei and
Jonathan P. How and
Alfred O. Hero III},
title = {Resource-Constrained Adaptive Search for Sparse Multi-Class Targets
with Varying Importance},
journal = {CoRR},
volume = {abs/1409.7808},
year = {2014},
url = {http://arxiv.org/abs/1409.7808},
eprinttype = {arXiv},
eprint = {1409.7808},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NewstadtMWHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoonH14a,
author = {Kevin R. Moon and
Alfred O. Hero III},
title = {Multivariate f-Divergence Estimation With Confidence},
journal = {CoRR},
volume = {abs/1411.2045},
year = {2014},
url = {http://arxiv.org/abs/1411.2045},
eprinttype = {arXiv},
eprint = {1411.2045},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MoonH14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerishaWHS14,
author = {Visar Berisha and
Alan Wisler and
Alfred O. Hero III and
Andreas Spanias},
title = {Empirically Estimable Classification Bounds Based on a New Divergence
Measure},
journal = {CoRR},
volume = {abs/1412.6534},
year = {2014},
url = {http://arxiv.org/abs/1412.6534},
eprinttype = {arXiv},
eprint = {1412.6534},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BerishaWHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/BazotDTZGH13,
author = {Cecile Bazot and
Nicolas Dobigeon and
Jean{-}Yves Tourneret and
Aimee K. Zaas and
Geoffrey S. Ginsburg and
Alfred O. Hero III},
title = {Unsupervised Bayesian linear unmixing of gene expression microarrays},
journal = {{BMC} Bioinform.},
volume = {14},
pages = {99},
year = {2013},
url = {https://doi.org/10.1186/1471-2105-14-99},
doi = {10.1186/1471-2105-14-99},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/BazotDTZGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/0001KH13,
author = {Kevin S. Xu and
Mark Kliger and
Alfred O. Hero III},
title = {A regularized graph layout framework for dynamic network visualization},
journal = {Data Min. Knowl. Discov.},
volume = {27},
number = {1},
pages = {84--116},
year = {2013},
url = {https://doi.org/10.1007/s10618-012-0286-6},
doi = {10.1007/S10618-012-0286-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/0001KH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GalluccioMCKH13,
author = {Laurent Galluccio and
Olivier J. J. Michel and
Pierre Comon and
Mark Kliger and
Alfred O. Hero III},
title = {Clustering with a new distance measure based on a dual-rooted tree},
journal = {Inf. Sci.},
volume = {251},
pages = {96--113},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2013.05.040},
doi = {10.1016/J.INS.2013.05.040},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/GalluccioMCKH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/SaligramaACHNV13,
author = {Venkatesh Saligrama and
Ery Arias{-}Castro and
Rama Chellappa and
Alfred O. Hero III and
Robert D. Nowak and
Venugopal V. Veeravalli},
title = {Introduction to the issue on anomalous pattern discovery for spatial,
temporal, networked, and high-dimensional signals},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {7},
number = {1},
pages = {1--3},
year = {2013},
url = {https://doi.org/10.1109/JSTSP.2013.2239831},
doi = {10.1109/JSTSP.2013.2239831},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/SaligramaACHNV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/WeiH13,
author = {Dennis L. Wei and
Alfred O. Hero III},
title = {Multistage Adaptive Estimation of Sparse Signals},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {7},
number = {5},
pages = {783--796},
year = {2013},
url = {https://doi.org/10.1109/JSTSP.2013.2256105},
doi = {10.1109/JSTSP.2013.2256105},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/WeiH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/HeBBDGHHLLLNPPRWWYZ13,
author = {Bin He and
Richard Baird and
Robert J. Butera and
Aniruddha Datta and
Steven George and
Bruce Hecht and
Alfred O. Hero III and
Gianluca Lazzi and
Raphael C. Lee and
Jie Liang and
Michael R. Neuman and
Grace C. Y. Peng and
Eric J. Perreault and
Melur Ramasubramanian and
May D. Wang and
John P. Wikswo and
Guang{-}Zhong Yang and
Yuan{-}Ting Zhang},
title = {Grand Challenges in Interfacing Engineering With Life Sciences and
Medicine},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {60},
number = {3},
pages = {589--598},
year = {2013},
url = {https://doi.org/10.1109/TBME.2013.2244886},
doi = {10.1109/TBME.2013.2244886},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/HeBBDGHHLLLNPPRWWYZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SricharanWH13,
author = {Kumar Sricharan and
Dennis L. Wei and
Alfred O. Hero III},
title = {Ensemble Estimators for Multivariate Entropy Estimation},
journal = {{IEEE} Trans. Inf. Theory},
volume = {59},
number = {7},
pages = {4374--4388},
year = {2013},
url = {https://doi.org/10.1109/TIT.2013.2251456},
doi = {10.1109/TIT.2013.2251456},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/SricharanWH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TsiligkaridisHZ13,
author = {Theodoros Tsiligkaridis and
Alfred O. Hero III and
Shuheng Zhou},
title = {On Convergence of Kronecker Graphical Lasso Algorithms},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {7},
pages = {1743--1755},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2240157},
doi = {10.1109/TSP.2013.2240157},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TsiligkaridisHZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TsiligkaridisH13,
author = {Theodoros Tsiligkaridis and
Alfred O. Hero III},
title = {Covariance Estimation in High Dimensions Via Kronecker Product Expansions},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {21},
pages = {5347--5360},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2279355},
doi = {10.1109/TSP.2013.2279355},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TsiligkaridisH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MengWWH13,
author = {Zhaoshi Meng and
Dennis L. Wei and
Ami Wiesel and
Alfred O. Hero III},
title = {Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {39--47},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/meng13a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MengWWH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/FirouziRH13,
author = {Hamed Firouzi and
Bala Rajaratnam and
Alfred O. Hero III},
title = {Predictive Correlation Screening: Application to Two-stage Predictor
Design in High Dimension},
booktitle = {Proceedings of the Sixteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2013, Scottsdale, AZ, USA,
April 29 - May 1, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {31},
pages = {274--288},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v31/firouzi13a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/FirouziRH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/GreenewaldTH13,
author = {Kristjan H. Greenewald and
Theodoros Tsiligkaridis and
Alfred O. Hero III},
title = {Kronecker sum decompositions of space-time data},
booktitle = {5th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2013, St. Martin, France, December 15-18,
2013},
pages = {65--68},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CAMSAP.2013.6714008},
doi = {10.1109/CAMSAP.2013.6714008},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/camsap/GreenewaldTH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/MengWHW13,
author = {Zhaoshi Meng and
Dennis L. Wei and
Alfred O. Hero III and
Ami Wiesel},
title = {Marginal likelihoods for distributed estimation of graphical model
parameters},
booktitle = {5th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2013, St. Martin, France, December 15-18,
2013},
pages = {73--76},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CAMSAP.2013.6714010},
doi = {10.1109/CAMSAP.2013.6714010},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/MengWHW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/FirouziRH13,
author = {Hamed Firouzi and
Bala Rajaratnam and
Alfred O. Hero III},
title = {Two-stage variable selection for molecular prediction of disease},
booktitle = {5th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2013, St. Martin, France, December 15-18,
2013},
pages = {169--172},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CAMSAP.2013.6714034},
doi = {10.1109/CAMSAP.2013.6714034},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/FirouziRH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/NewstadtWH13,
author = {Gregory E. Newstadt and
Dennis L. Wei and
Alfred O. Hero III},
title = {Adaptive search for sparse dynamic targets},
booktitle = {5th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2013, St. Martin, France, December 15-18,
2013},
pages = {240--243},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CAMSAP.2013.6714052},
doi = {10.1109/CAMSAP.2013.6714052},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/NewstadtWH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/OselioKH13,
author = {Brandon Oselio and
Alex Kulesza and
Alfred O. Hero III},
title = {Multi-layer graph analytics for social networks},
booktitle = {5th {IEEE} International Workshop on Computational Advances in Multi-Sensor
Adaptive Processing, {CAMSAP} 2013, St. Martin, France, December 15-18,
2013},
pages = {284--287},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CAMSAP.2013.6714063},
doi = {10.1109/CAMSAP.2013.6714063},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/OselioKH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/LiuWH13,
author = {Tzu{-}Yu Liu and
Ami Wiesel and
Alfred O. Hero III},
title = {A sparse multi-class classifier for biomarker screening},
booktitle = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
2013, Austin, TX, USA, December 3-5, 2013},
pages = {77--80},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GlobalSIP.2013.6736817},
doi = {10.1109/GLOBALSIP.2013.6736817},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/LiuWH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/TsiligkaridisSH13,
author = {Theodoros Tsiligkaridis and
Brian M. Sadler and
Alfred O. Hero III},
title = {Blind collaborative 20 questions for target localization},
booktitle = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
2013, Austin, TX, USA, December 3-5, 2013},
pages = {161--164},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GlobalSIP.2013.6736840},
doi = {10.1109/GLOBALSIP.2013.6736840},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/TsiligkaridisSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/WeiH13,
author = {Dennis L. Wei and
Alfred O. Hero III},
title = {A performance guarantee for adaptive estimation of sparse signals},
booktitle = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
2013, Austin, TX, USA, December 3-5, 2013},
pages = {189--192},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GlobalSIP.2013.6736847},
doi = {10.1109/GLOBALSIP.2013.6736847},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/WeiH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/FirouziWH13,
author = {Hamed Firouzi and
Dennis L. Wei and
Alfred O. Hero III},
title = {Spatio-temporal analysis of Gaussian {WSS} processes via complex correlation
and partial correlation screening},
booktitle = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
2013, Austin, TX, USA, December 3-5, 2013},
pages = {455--458},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GlobalSIP.2013.6736913},
doi = {10.1109/GLOBALSIP.2013.6736913},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/FirouziWH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/ChenH13,
author = {Pin{-}Yu Chen and
Alfred O. Hero III},
title = {Node removal vulnerability of the largest component of a network},
booktitle = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
2013, Austin, TX, USA, December 3-5, 2013},
pages = {587--590},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GlobalSIP.2013.6736946},
doi = {10.1109/GLOBALSIP.2013.6736946},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/ChenH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/CochranH13,
author = {Douglas Cochran and
Alfred O. Hero III},
title = {Information-driven sensor planning: Navigating a statistical manifold},
booktitle = {{IEEE} Global Conference on Signal and Information Processing, GlobalSIP
2013, Austin, TX, USA, December 3-5, 2013},
pages = {1049--1052},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/GlobalSIP.2013.6737074},
doi = {10.1109/GLOBALSIP.2013.6737074},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globalsip/CochranH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WeiH13,
author = {Dennis L. Wei and
Alfred O. Hero III},
title = {Adaptive spectrum sensing and estimation},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {5720--5724},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638760},
doi = {10.1109/ICASSP.2013.6638760},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WeiH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TsiligkaridisSH13,
author = {Theodoros Tsiligkaridis and
Brian M. Sadler and
Alfred O. Hero III},
title = {A collaborative 20 questions model for target search with human-machine
interaction},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {6516--6520},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638921},
doi = {10.1109/ICASSP.2013.6638921},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TsiligkaridisSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ShearerGH13,
author = {Paul Shearer and
Anna C. Gilbert and
Alfred O. Hero III},
title = {Correcting camera shake by incremental sparse approximation},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {572--576},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738118},
doi = {10.1109/ICIP.2013.6738118},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ShearerGH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ParkWGSSH13,
author = {Se Un Park and
Dennis L. Wei and
Marc De Graef and
Megna Shah and
Jeff P. Simmons and
Alfred O. Hero III},
title = {{EBSD} image segmentation using a physics-based forward model},
booktitle = {{IEEE} International Conference on Image Processing, {ICIP} 2013,
Melbourne, Australia, September 15-18, 2013},
pages = {3780--3784},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICIP.2013.6738779},
doi = {10.1109/ICIP.2013.6738779},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/ParkWGSSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/TsiligkaridisH13,
author = {Theodoros Tsiligkaridis and
Alfred O. Hero III},
title = {Low separation rank covariance estimation using Kronecker product
expansions},
booktitle = {Proceedings of the 2013 {IEEE} International Symposium on Information
Theory, Istanbul, Turkey, July 7-12, 2013},
pages = {1202--1206},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISIT.2013.6620417},
doi = {10.1109/ISIT.2013.6620417},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/TsiligkaridisH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/0001H13,
author = {Kevin S. Xu and
Alfred O. Hero III},
editor = {Ariel M. Greenberg and
William G. Kennedy and
Nathan Bos},
title = {Dynamic Stochastic Blockmodels: Statistical Models for Time-Evolving
Networks},
booktitle = {Social Computing, Behavioral-Cultural Modeling and Prediction - 6th
International Conference, {SBP} 2013, Washington, DC, USA, April 2-5,
2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7812},
pages = {201--210},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37210-0\_22},
doi = {10.1007/978-3-642-37210-0\_22},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sbp/0001H13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-0439,
author = {Paul Shearer and
Anna C. Gilbert and
Alfred O. Hero III},
title = {Correcting Camera Shake by Incremental Sparse Approximation},
journal = {CoRR},
volume = {abs/1302.0439},
year = {2013},
url = {http://arxiv.org/abs/1302.0439},
eprinttype = {arXiv},
eprint = {1302.0439},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-0439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-4680,
author = {Gregory E. Newstadt and
Edmund G. Zelnio and
Alfred O. Hero III},
title = {Moving target inference with hierarchical Bayesian models in synthetic
aperture radar imagery},
journal = {CoRR},
volume = {abs/1302.4680},
year = {2013},
url = {http://arxiv.org/abs/1302.4680},
eprinttype = {arXiv},
eprint = {1302.4680},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-4680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-4756,
author = {Zhaoshi Meng and
Dennis L. Wei and
Ami Wiesel and
Alfred O. Hero III},
title = {Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods},
journal = {CoRR},
volume = {abs/1303.4756},
year = {2013},
url = {http://arxiv.org/abs/1303.4756},
eprinttype = {arXiv},
eprint = {1303.4756},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-4756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-5974,
author = {Kevin S. Xu and
Alfred O. Hero III},
title = {Dynamic stochastic blockmodels: Statistical models for time-evolving
networks},
journal = {CoRR},
volume = {abs/1304.5974},
year = {2013},
url = {http://arxiv.org/abs/1304.5974},
eprinttype = {arXiv},
eprint = {1304.5974},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-5974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-0051,
author = {Kevin S. Xu and
Mark Kliger and
Yilun Chen and
Peter J. Woolf and
Alfred O. Hero III},
title = {Revealing social networks of spammers through spectral clustering},
journal = {CoRR},
volume = {abs/1305.0051},
year = {2013},
url = {http://arxiv.org/abs/1305.0051},
eprinttype = {arXiv},
eprint = {1305.0051},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-0051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TsiligkaridisSH13,
author = {Theodoros Tsiligkaridis and
Brian M. Sadler and
Alfred O. Hero III},
title = {Collaborative 20 Questions for Target Localization},
journal = {CoRR},
volume = {abs/1306.1922},
year = {2013},
url = {http://arxiv.org/abs/1306.1922},
eprinttype = {arXiv},
eprint = {1306.1922},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TsiligkaridisSH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HarringtonH13,
author = {Patrick L. Harrington Jr. and
Alfred O. Hero III},
title = {Information Theoretic Adaptive Tracking of Epidemics in Complex Networks},
journal = {CoRR},
volume = {abs/1307.3125},
year = {2013},
url = {http://arxiv.org/abs/1307.3125},
eprinttype = {arXiv},
eprint = {1307.3125},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HarringtonH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OselioKH13,
author = {Brandon Oselio and
Alex Kulesza and
Alfred O. Hero III},
title = {Multi-layer graph analytics for dynamic social networks},
journal = {CoRR},
volume = {abs/1309.5124},
year = {2013},
url = {http://arxiv.org/abs/1309.5124},
eprinttype = {arXiv},
eprint = {1309.5124},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OselioKH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeiH13,
author = {Dennis L. Wei and
Alfred O. Hero III},
title = {Performance Guarantees for Adaptive Estimation of Sparse Signals},
journal = {CoRR},
volume = {abs/1311.6360},
year = {2013},
url = {http://arxiv.org/abs/1311.6360},
eprinttype = {arXiv},
eprint = {1311.6360},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeiH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TsiligkaridisSH13a,
author = {Theodoros Tsiligkaridis and
Brian M. Sadler and
Alfred O. Hero III},
title = {On Decentralized Estimation with Active Queries},
journal = {CoRR},
volume = {abs/1312.7847},
year = {2013},
url = {http://arxiv.org/abs/1312.7847},
eprinttype = {arXiv},
eprint = {1312.7847},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TsiligkaridisSH13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/OubelCHPHABF12,
author = {Estanislao Oubel and
Mathieu De Craene and
Alfred O. Hero III and
Amir Pourmorteza and
Marina Huguet and
Gustavo Avegliano and
Bart H. Bijnens and
Alejandro F. Frangi},
title = {Cardiac motion estimation by joint alignment of tagged {MRI} sequences},
journal = {Medical Image Anal.},
volume = {16},
number = {1},
pages = {339--350},
year = {2012},
url = {https://doi.org/10.1016/j.media.2011.09.001},
doi = {10.1016/J.MEDIA.2011.09.001},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/OubelCHPHABF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/GalluccioMCH12,
author = {Laurent Galluccio and
Olivier J. J. Michel and
Pierre Comon and
Alfred O. Hero III},
title = {Graph based k-means clustering},
journal = {Signal Process.},
volume = {92},
number = {9},
pages = {1970--1984},
year = {2012},
url = {https://doi.org/10.1016/j.sigpro.2011.12.009},
doi = {10.1016/J.SIGPRO.2011.12.009},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/GalluccioMCH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CarinHLDCHTZWG12,
author = {Lawrence Carin and
Alfred O. Hero III and
Joseph E. Lucas and
David B. Dunson and
Minhua Chen and
Ricardo Henao and
Arnau Tibau Puig and
Aimee K. Zaas and
Christopher W. Woods and
Geoffrey S. Ginsburg},
title = {High Dimensional Longitudinal Genomic Data: An analysis used for monitoring
viral infections},
journal = {{IEEE} Signal Process. Mag.},
volume = {29},
number = {1},
pages = {108--123},
year = {2012},
url = {https://doi.org/10.1109/MSP.2011.943009},
doi = {10.1109/MSP.2011.943009},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/CarinHLDCHTZWG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ParkDH12,
author = {Se Un Park and
Nicolas Dobigeon and
Alfred O. Hero III},
title = {Semi-Blind Sparse Image Reconstruction With Application to {MRFM}},
journal = {{IEEE} Trans. Image Process.},
volume = {21},
number = {9},
pages = {3838--3849},
year = {2012},
url = {https://doi.org/10.1109/TIP.2012.2199505},
doi = {10.1109/TIP.2012.2199505},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ParkDH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SricharanRH12,
author = {Kumar Sricharan and
Raviv Raich and
Alfred O. Hero III},
title = {Estimation of Nonlinear Functionals of Densities With Confidence},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {7},
pages = {4135--4159},
year = {2012},
url = {https://doi.org/10.1109/TIT.2012.2195549},
doi = {10.1109/TIT.2012.2195549},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/SricharanRH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeroR12,
author = {Alfred O. Hero III and
Bala Rajaratnam},
title = {Hub Discovery in Partial Correlation Graphs},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {9},
pages = {6064--6078},
year = {2012},
url = {https://doi.org/10.1109/TIT.2012.2200825},
doi = {10.1109/TIT.2012.2200825},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeroR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/ChenHS12,
author = {Xu Chen and
Alfred O. Hero III and
Silvio Savarese},
title = {Multimodal Video Indexing and Retrieval Using Directed Information},
journal = {{IEEE} Trans. Multim.},
volume = {14},
number = {1},
pages = {3--16},
year = {2012},
url = {https://doi.org/10.1109/TMM.2011.2167223},
doi = {10.1109/TMM.2011.2167223},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/ChenHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WieselH12,
author = {Ami Wiesel and
Alfred O. Hero III},
title = {Distributed Covariance Estimation in Gaussian Graphical Models},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {1},
pages = {211--220},
year = {2012},
url = {https://doi.org/10.1109/TSP.2011.2172430},
doi = {10.1109/TSP.2011.2172430},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WieselH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MittelmanDH12,
author = {Roni Mittelman and
Nicolas Dobigeon and
Alfred O. Hero III},
title = {Hyperspectral Image Unmixing Using a Multiresolution Sticky {HDP}},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {4},
pages = {1656--1671},
year = {2012},
url = {https://doi.org/10.1109/TSP.2011.2180718},
doi = {10.1109/TSP.2011.2180718},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MittelmanDH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenH12,
author = {Yilun Chen and
Alfred O. Hero III},
title = {Recursive {\(\mathscr{l}\)}\({}_{\mbox{1, {\(\infty\)}}}\) Group Lasso},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {8},
pages = {3978--3987},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2192924},
doi = {10.1109/TSP.2012.2192924},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChenH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TodrosH12,
author = {Koby Todros and
Alfred O. Hero III},
title = {On Measure Transformed Canonical Correlation Analysis},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {9},
pages = {4570--4585},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2203816},
doi = {10.1109/TSP.2012.2203816},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TodrosH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimaging/ParkDH12,
author = {Se Un Park and
Nicolas Dobigeon and
Alfred O. Hero III},
editor = {Charles A. Bouman and
Ilya Pollak and
Patrick J. Wolfe},
title = {Variational semi-blind sparse image reconstruction with application
to {MRFM}},
booktitle = {Computational Imaging X, part of the IS{\&}T-SPIE Electronic Imaging
Symposium, Burlingame, California, USA, January 23-24, 2012, Proceedings},
series = {{SPIE} Proceedings},
volume = {8296},
pages = {82960G},
publisher = {IS{\&}T/SPIE},
year = {2012},
url = {https://doi.org/10.1117/12.923764},
doi = {10.1117/12.923764},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimaging/ParkDH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/BazotDTH12,
author = {Cecile Bazot and
Nicolas Dobigeon and
Jean{-}Yves Tourneret and
Alfred O. Hero III},
title = {Bayesian linear unmixing of time-evolving gene expression data using
a hidden Markov model},
booktitle = {Proceedings of the 20th European Signal Processing Conference, {EUSIPCO}
2012, Bucharest, Romania, August 27-31, 2012},
pages = {944--948},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6333967/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/BazotDTH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenSH12,
author = {Xu Chen and
Zeeshan Syed and
Alfred O. Hero III},
title = {{EEG} spatial decoding with shrinkage optimized directed information
assessment},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {577--580},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6287945},
doi = {10.1109/ICASSP.2012.6287945},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenSH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MengWH12,
author = {Zhaoshi Meng and
Ami Wiesel and
Alfred O. Hero III},
title = {Distributed principal component analysis on networks via directed
graphical models},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {2877--2880},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288518},
doi = {10.1109/ICASSP.2012.6288518},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MengWH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TsiligkaridisH12,
author = {Theodoros Tsiligkaridis and
Alfred O. Hero III},
title = {Sparse covariance estimation under Kronecker product structure},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3633--3636},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288703},
doi = {10.1109/ICASSP.2012.6288703},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TsiligkaridisH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NewstadtH12,
author = {Gregory E. Newstadt and
Alfred O. Hero III},
title = {Sensor management and provisioning for multiple target radar tracking
systems},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {5273--5276},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6289110},
doi = {10.1109/ICASSP.2012.6289110},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NewstadtH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesam/TodrosH12,
author = {Koby Todros and
Alfred O. Hero III},
title = {Measure transformed canonical correlation analysis with application
to financial data},
booktitle = {{IEEE} 7th Sensor Array and Multichannel Signal Processing Workshop,
{SAM} 2012, Hoboken, NJ, USA, June 17-20, 2012},
pages = {361--364},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SAM.2012.6250511},
doi = {10.1109/SAM.2012.6250511},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/ieeesam/TodrosH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/TangHH12,
author = {Lisa Tang and
Alfred O. Hero III and
Ghassan Hamarneh},
title = {Locally-adaptive similarity metric for deformable medical image registration},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {728--731},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235651},
doi = {10.1109/ISBI.2012.6235651},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/isbi/TangHH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BassiH12,
author = {Francesca Bassi and
Alfred O. Hero III},
title = {Large scale correlation detection},
booktitle = {Proceedings of the 2012 {IEEE} International Symposium on Information
Theory, {ISIT} 2012, Cambridge, MA, USA, July 1-6, 2012},
pages = {2591--2595},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISIT.2012.6283986},
doi = {10.1109/ISIT.2012.6283986},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/BassiH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SricharanH12,
author = {Kumar Sricharan and
Alfred O. Hero III},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Ensemble weighted kernel estimators for multivariate entropy estimation},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {575--583},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/92c8c96e4c37100777c7190b76d28233-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SricharanH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Hsiao0CH12,
author = {Ko{-}Jen Hsiao and
Kevin S. Xu and
Jeff Calder and
Alfred O. Hero III},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Multi-criteria Anomaly Detection using Pareto Depth Analysis},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {854--862},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/1543843a4723ed2ab08e18053ae6dc5b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Hsiao0CH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/WeiH12,
author = {Dennis L. Wei and
Alfred O. Hero III},
title = {Multistage adaptive estimation of sparse signals},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {153--156},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319646},
doi = {10.1109/SSP.2012.6319646},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/WeiH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/TsiligkaridisHZ12,
author = {Theodoros Tsiligkaridis and
Alfred O. Hero III and
Shuheng Zhou},
title = {Kronecker graphical lasso},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {884--887},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319849},
doi = {10.1109/SSP.2012.6319849},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/TsiligkaridisHZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-6042,
author = {Kevin S. Xu and
Mark Kliger and
Alfred O. Hero III},
title = {A Regularized Graph Layout Framework for Dynamic Network Visualization},
journal = {CoRR},
volume = {abs/1202.6042},
year = {2012},
url = {http://arxiv.org/abs/1202.6042},
eprinttype = {arXiv},
eprint = {1202.6042},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-6042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/PuigWFH11,
author = {Arnau Tibau Puig and
Ami Wiesel and
Gilles Fleury and
Alfred O. Hero III},
title = {Multidimensional Shrinkage-Thresholding Operator and Group {LASSO}
Penalties},
journal = {{IEEE} Signal Process. Lett.},
volume = {18},
number = {6},
pages = {363--366},
year = {2011},
url = {https://doi.org/10.1109/LSP.2011.2139204},
doi = {10.1109/LSP.2011.2139204},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/PuigWFH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CarterRFH11,
author = {Kevin M. Carter and
Raviv Raich and
William G. Finn and
Alfred O. Hero III},
title = {Information-Geometric Dimensionality Reduction},
journal = {{IEEE} Signal Process. Mag.},
volume = {28},
number = {2},
pages = {89--99},
year = {2011},
url = {https://doi.org/10.1109/MSP.2010.939536},
doi = {10.1109/MSP.2010.939536},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/CarterRFH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/ChenCZWGHLC11,
author = {Minhua Chen and
David E. Carlson and
Aimee K. Zaas and
Christopher W. Woods and
Geoffrey S. Ginsburg and
Alfred O. Hero III and
Joseph E. Lucas and
Lawrence Carin},
title = {Detection of Viruses Via Statistical Gene Expression Analysis},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {58},
number = {3},
pages = {468--479},
year = {2011},
url = {https://doi.org/10.1109/TBME.2010.2059702},
doi = {10.1109/TBME.2010.2059702},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/ChenCZWGHLC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BashanNH11,
author = {Eran Bashan and
Gregory E. Newstadt and
Alfred O. Hero III},
title = {Two-Stage Multiscale Search for Sparse Targets},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {5},
pages = {2331--2341},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2112353},
doi = {10.1109/TSP.2011.2112353},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BashanNH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenWH11,
author = {Yilun Chen and
Ami Wiesel and
Alfred O. Hero III},
title = {Robust Shrinkage Estimation of High-Dimensional Covariance Matrices},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {9},
pages = {4097--4107},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2138698},
doi = {10.1109/TSP.2011.2138698},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChenWH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/PuigWZWGFH11,
author = {Arnau Tibau Puig and
Ami Wiesel and
Aimee K. Zaas and
Christopher W. Woods and
Geoffrey S. Ginsburg and
Gilles Fleury and
Alfred O. Hero III},
title = {Order-Preserving Factor Analysis - Application to Longitudinal Gene
Expression},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {9},
pages = {4447--4458},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2157146},
doi = {10.1109/TSP.2011.2157146},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/PuigWZWGFH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/PuigWNH11,
author = {Arnau Tibau Puig and
Ami Wiesel and
Raj Rao Nadakuditi and
Alfred O. Hero III},
editor = {Michael B. Matthews},
title = {Misaligned Principal Components Analysis: Application to gene expression
time series analysis},
booktitle = {Conference Record of the Forty Fifth Asilomar Conference on Signals,
Systems and Computers, {ACSCC} 2011, Pacific Grove, CA, USA, November
6-9, 2011},
pages = {1002--1006},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ACSSC.2011.6190162},
doi = {10.1109/ACSSC.2011.6190162},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/PuigWNH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/NewstadtBH11,
author = {Gregory E. Newstadt and
Eran Bashan and
Alfred O. Hero III},
editor = {Michael B. Matthews},
title = {Adaptive search for dynamic targets under resource constraints},
booktitle = {Conference Record of the Forty Fifth Asilomar Conference on Signals,
Systems and Computers, {ACSCC} 2011, Pacific Grove, CA, USA, November
6-9, 2011},
pages = {1235--1239},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ACSSC.2011.6190213},
doi = {10.1109/ACSSC.2011.6190213},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/NewstadtBH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/ChenCH11,
author = {Xu Chen and
Yilun Chen and
Alfred O. Hero III},
editor = {Michael B. Matthews},
title = {Shrinkage fisher information embedding of high dimensional feature
distributions},
booktitle = {Conference Record of the Forty Fifth Asilomar Conference on Signals,
Systems and Computers, {ACSCC} 2011, Pacific Grove, CA, USA, November
6-9, 2011},
pages = {1877--1882},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ACSSC.2011.6190349},
doi = {10.1109/ACSSC.2011.6190349},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/ChenCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimaging/ChenH11,
author = {Xu Chen and
Alfred O. Hero III},
editor = {Charles A. Bouman and
Ilya Pollak and
Patrick J. Wolfe},
title = {Fisher information embedding for video indexing and retrieval},
booktitle = {Computational Imaging IX, part of the IS{\&}T-SPIE Electronic
Imaging Symposium, San Francisco Airport, California, USA, January
24-25, 2011, Proceedings},
series = {{SPIE} Proceedings},
volume = {7873},
pages = {78730A},
publisher = {IS{\&}T/SPIE},
year = {2011},
url = {https://doi.org/10.1117/12.874036},
doi = {10.1117/12.874036},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cimaging/ChenH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimaging/ParkDH11,
author = {Se Un Park and
Nicolas Dobigeon and
Alfred O. Hero III},
editor = {Charles A. Bouman and
Ilya Pollak and
Patrick J. Wolfe},
title = {Myopic sparse image reconstruction with application to {MRFM}},
booktitle = {Computational Imaging IX, part of the IS{\&}T-SPIE Electronic
Imaging Symposium, San Francisco Airport, California, USA, January
24-25, 2011, Proceedings},
series = {{SPIE} Proceedings},
volume = {7873},
pages = {787303},
publisher = {IS{\&}T/SPIE},
year = {2011},
url = {https://doi.org/10.1117/12.881450},
doi = {10.1117/12.881450},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cimaging/ParkDH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/SricharanHR11,
author = {Kumar Sricharan and
Alfred O. Hero III and
Bala Rajaratnam},
title = {A local dependence measure and its application to screening for high
correlations in large data sets},
booktitle = {Proceedings of the 14th International Conference on Information Fusion,
{FUSION} 2011, Chicago, Illinois, USA, July 5-8, 2011},
pages = {1--8},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/5977629/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/SricharanHR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BehmardiRH11,
author = {Behrouz Behmardi and
Raviv Raich and
Alfred O. Hero III},
title = {Entropy estimation using the principle of maximum entropy},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {2008--2011},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946905},
doi = {10.1109/ICASSP.2011.5946905},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BehmardiRH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JungSHH11,
author = {Alexander Jung and
Sebastian Schmutzhard and
Franz Hlawatsch and
Alfred O. Hero III},
title = {Performance bounds for sparse parametric covariance estimation in
Gaussian models},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {4156--4159},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947268},
doi = {10.1109/ICASSP.2011.5947268},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/JungSHH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RaoH11,
author = {Arvind Rao and
Alfred O. Hero III},
title = {Biological pathway inference using manifold embedding},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5992--5995},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947727},
doi = {10.1109/ICASSP.2011.5947727},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RaoH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BazotDTH11,
author = {Cecile Bazot and
Nicolas Dobigeon and
Jean{-}Yves Tourneret and
Alfred O. Hero III},
title = {A Bernoulli-Gaussian model for gene factor analysis},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5996--5999},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947728},
doi = {10.1109/ICASSP.2011.5947728},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BazotDTH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/MeiLHS11,
author = {Liang Mei and
Jingen Liu and
Alfred O. Hero III and
Silvio Savarese},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Robust object pose estimation via statistical manifold modeling},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {967--974},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126340},
doi = {10.1109/ICCV.2011.6126340},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/MeiLHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/SohnJLH11,
author = {Kihyuk Sohn and
Dae Yon Jung and
Honglak Lee and
Alfred O. Hero III},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Efficient learning of sparse, distributed, convolutional feature representations
for object recognition},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {2643--2650},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126554},
doi = {10.1109/ICCV.2011.6126554},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/SohnJLH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/SricharanRH11,
author = {Kumar Sricharan and
Raviv Raich and
Alfred O. Hero III},
editor = {Alexander Kuleshov and
Vladimir M. Blinovsky and
Anthony Ephremides},
title = {k-nearest neighbor estimation of entropies with confidence},
booktitle = {2011 {IEEE} International Symposium on Information Theory Proceedings,
{ISIT} 2011, St. Petersburg, Russia, July 31 - August 5, 2011},
pages = {1205--1209},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISIT.2011.6033726},
doi = {10.1109/ISIT.2011.6033726},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/SricharanRH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SricharanH11,
author = {Kumar Sricharan and
Alfred O. Hero III},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Efficient anomaly detection using bipartite k-NN graphs},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {478--486},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/8dd48d6a2e2cad213179a3992c0be53c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SricharanH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbp/XuKH11,
author = {Kevin S. Xu and
Mark Kliger and
Alfred O. Hero III},
editor = {John J. Salerno and
Shanchieh Jay Yang and
Dana S. Nau and
Sun{-}Ki Chai},
title = {Tracking Communities in Dynamic Social Networks},
booktitle = {Social Computing, Behavioral-Cultural Modeling and Prediction - 4th
International Conference, {SBP} 2011, College Park, MD, USA, March
29-31, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6589},
pages = {219--226},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19656-0\_32},
doi = {10.1007/978-3-642-19656-0\_32},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/sbp/XuKH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1101-3838,
author = {Alexander Jung and
Sebastian Schmutzhard and
Franz Hlawatsch and
Alfred O. Hero III},
title = {Performance Bounds for Sparse Parametric Covariance Estimation in
Gaussian Models},
journal = {CoRR},
volume = {abs/1101.3838},
year = {2011},
url = {http://arxiv.org/abs/1101.3838},
eprinttype = {arXiv},
eprint = {1101.3838},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1101-3838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-1990,
author = {Kevin S. Xu and
Mark Kliger and
Alfred O. Hero III},
title = {Adaptive Evolutionary Clustering},
journal = {CoRR},
volume = {abs/1104.1990},
year = {2011},
url = {http://arxiv.org/abs/1104.1990},
eprinttype = {arXiv},
eprint = {1104.1990},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-1990.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-2363,
author = {Alfred O. Hero III and
Douglas Cochran},
title = {Sensor Management: Past, Present, and Future},
journal = {CoRR},
volume = {abs/1109.2363},
year = {2011},
url = {http://arxiv.org/abs/1109.2363},
eprinttype = {arXiv},
eprint = {1109.2363},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-2363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-3741,
author = {Ko{-}Jen Hsiao and
Kevin S. Xu and
Alfred O. Hero III},
title = {Multi-criteria Anomaly Detection using Pareto Depth Analysis},
journal = {CoRR},
volume = {abs/1110.3741},
year = {2011},
url = {http://arxiv.org/abs/1110.3741},
eprinttype = {arXiv},
eprint = {1110.3741},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-3741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/ChenCPZWGHLDC10,
author = {Bo Chen and
Minhua Chen and
John W. Paisley and
Aimee K. Zaas and
Christopher W. Woods and
Geoffrey S. Ginsburg and
Alfred O. Hero III and
Joseph E. Lucas and
David B. Dunson and
Lawrence Carin},
title = {Bayesian Inference of the Number of Factors in Gene-Expression Analysis:
Application to Human Virus Challenge Studies},
journal = {{BMC} Bioinform.},
volume = {11},
pages = {552},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-552},
doi = {10.1186/1471-2105-11-552},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/ChenCPZWGHLDC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/ParkHBKSM10,
author = {Hyunjin Park and
Alfred O. Hero III and
Peyton H. Bland and
Marc Kessler and
Jongbum Seo and
Charles R. Meyer},
title = {Construction of Abdominal Probabilistic Atlases and Their Value in
Segmentation of Normal Organs in Abdominal {CT} Scans},
journal = {{IEICE} Trans. Inf. Syst.},
volume = {93-D},
number = {8},
pages = {2291--2301},
year = {2010},
url = {https://doi.org/10.1587/transinf.E93.D.2291},
doi = {10.1587/TRANSINF.E93.D.2291},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/ParkHBKSM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/RaoSHE10,
author = {Arvind Rao and
David J. States and
Alfred O. Hero III and
James Douglas Engel},
title = {Understanding Distal transcriptional Regulation from Sequence, Expression
and interactome Perspectives},
journal = {J. Bioinform. Comput. Biol.},
volume = {8},
number = {2},
pages = {219--246},
year = {2010},
url = {https://doi.org/10.1142/S0219720010004756},
doi = {10.1142/S0219720010004756},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/RaoSHE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tds/DobigeonMCTH10,
author = {Nicolas Dobigeon and
Sa{\"{\i}}d Moussaoui and
Martial Coulon and
Jean{-}Yves Tourneret and
Alfred O. Hero III},
title = {Algorithmes bay{\'{e}}siens pour le d{\'{e}}m{\'{e}}lange
supervis{\'{e}}, semi-supervis{\'{e}} et non-supervis{\'{e}}
d'images hyperspectrales},
journal = {Traitement du Signal},
volume = {27},
number = {1},
pages = {79--108},
year = {2010},
url = {https://doi.org/10.3166/ts.27.79-108},
doi = {10.3166/TS.27.79-108},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tds/DobigeonMCTH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/CarterRH10,
author = {Kevin M. Carter and
Raviv Raich and
Alfred O. Hero III},
title = {On local intrinsic dimension estimation and its applications},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {2},
pages = {650--663},
year = {2010},
url = {https://doi.org/10.1109/TSP.2009.2031722},
doi = {10.1109/TSP.2009.2031722},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/CarterRH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WieselEH10,
author = {Ami Wiesel and
Yonina C. Eldar and
Alfred O. Hero III},
title = {Covariance estimation in decomposable Gaussian graphical models},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {3},
pages = {1482--1492},
year = {2010},
url = {https://doi.org/10.1109/TSP.2009.2037350},
doi = {10.1109/TSP.2009.2037350},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WieselEH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChenWEH10,
author = {Yilun Chen and
Ami Wiesel and
Yonina C. Eldar and
Alfred O. Hero III},
title = {Shrinkage algorithms for {MMSE} covariance estimation},
journal = {{IEEE} Trans. Signal Process.},
volume = {58},
number = {10},
pages = {5016--5029},
year = {2010},
url = {https://doi.org/10.1109/TSP.2010.2053029},
doi = {10.1109/TSP.2010.2053029},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChenWEH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XuKH10,
author = {Kevin S. Xu and
Mark Kliger and
Alfred O. Hero III},
title = {Evolutionary spectral clustering with adaptive forgetting factor},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {2174--2177},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495655},
doi = {10.1109/ICASSP.2010.5495655},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XuKH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NewstadtBH10,
author = {Gregory E. Newstadt and
Eran Bashan and
Alfred O. Hero III},
title = {Adaptive search for sparse targets with informative priors},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {3542--3545},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495941},
doi = {10.1109/ICASSP.2010.5495941},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NewstadtBH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenMEH10,
author = {Yilun Chen and
Moshe Mishali and
Yonina C. Eldar and
Alfred O. Hero III},
title = {Modulated wideband converter with non-ideal lowpass filters},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {3630--3633},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495912},
doi = {10.1109/ICASSP.2010.5495912},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChenMEH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SricharanRH10,
author = {Kumar Sricharan and
Raviv Raich and
Alfred O. Hero III},
title = {Optimized intrinsic dimension estimator using nearest neighbor graphs},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {5418--5421},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5494931},
doi = {10.1109/ICASSP.2010.5494931},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SricharanRH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MittelmanH10,
author = {Roni Mittelman and
Alfred O. Hero III},
title = {Hyperspectral image segmentation and unmixing using hidden Markov
trees},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2010, September 26-29, Hong Kong, China},
pages = {1373--1376},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICIP.2010.5653020},
doi = {10.1109/ICIP.2010.5653020},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/MittelmanH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-2304,
author = {Patrick L. Harrington Jr. and
Alfred O. Hero III},
title = {Spatio-Temporal Graphical Model Selection},
journal = {CoRR},
volume = {abs/1004.2304},
year = {2010},
url = {http://arxiv.org/abs/1004.2304},
eprinttype = {arXiv},
eprint = {1004.2304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-2304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/deds/ChongKH09,
author = {Edwin K. P. Chong and
Christopher M. Kreucher and
Alfred O. Hero III},
title = {Partially Observable Markov Decision Process Approximations for Adaptive
Sensing},
journal = {Discret. Event Dyn. Syst.},
volume = {19},
number = {3},
pages = {377--422},
year = {2009},
url = {https://doi.org/10.1007/s10626-009-0071-x},
doi = {10.1007/S10626-009-0071-X},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/deds/ChongKH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/CarterRFH09,
author = {Kevin M. Carter and
Raviv Raich and
William G. Finn and
Alfred O. Hero III},
title = {Information Preserving Component Analysis: Data Projections for Flow
Cytometry Analysis},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {3},
number = {1},
pages = {148--158},
year = {2009},
url = {https://doi.org/10.1109/JSTSP.2008.2011112},
doi = {10.1109/JSTSP.2008.2011112},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/CarterRFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/CarterRFH09,
author = {Kevin M. Carter and
Raviv Raich and
William G. Finn and
Alfred O. Hero III},
title = {{FINE:} Fisher Information Nonparametric Embedding},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {31},
number = {11},
pages = {2093--2098},
year = {2009},
url = {https://doi.org/10.1109/TPAMI.2009.67},
doi = {10.1109/TPAMI.2009.67},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/CarterRFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/TingRH09,
author = {Michael Ting and
Raviv Raich and
Alfred O. Hero III},
title = {Sparse Image Reconstruction for Molecular Imaging},
journal = {{IEEE} Trans. Image Process.},
volume = {18},
number = {6},
pages = {1215--1227},
year = {2009},
url = {https://doi.org/10.1109/TIP.2009.2017156},
doi = {10.1109/TIP.2009.2017156},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/TingRH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/DobigeonHT09,
author = {Nicolas Dobigeon and
Alfred O. Hero III and
Jean{-}Yves Tourneret},
title = {Hierarchical Bayesian Sparse Image Reconstruction With Application
to {MRFM}},
journal = {{IEEE} Trans. Image Process.},
volume = {18},
number = {9},
pages = {2059--2070},
year = {2009},
url = {https://doi.org/10.1109/TIP.2009.2024067},
doi = {10.1109/TIP.2009.2024067},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/DobigeonHT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DobigeonMCTH09,
author = {Nicolas Dobigeon and
Sa{\"{\i}}d Moussaoui and
Martial Coulon and
Jean{-}Yves Tourneret and
Alfred O. Hero III},
title = {Joint Bayesian endmember extraction and linear unmixing for hyperspectral
imagery},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {11},
pages = {4355--4368},
year = {2009},
url = {https://doi.org/10.1109/TSP.2009.2025797},
doi = {10.1109/TSP.2009.2025797},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/DobigeonMCTH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/WieselH09,
author = {Ami Wiesel and
Alfred O. Hero III},
title = {Decomposable principal component analysis},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {11},
pages = {4369--4377},
year = {2009},
url = {https://doi.org/10.1109/TSP.2009.2025806},
doi = {10.1109/TSP.2009.2025806},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/WieselH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/HarringtonH09,
author = {Patrick L. Harrington and
Alfred O. Hero III},
title = {Information theoretic adaptive tracking of epidemics in complex networks},
booktitle = {47th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2009, Monticello, IL, USA, September 30 - October 2, 2009},
pages = {523--530},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ALLERTON.2009.5394902},
doi = {10.1109/ALLERTON.2009.5394902},
timestamp = {Wed, 29 Nov 2023 20:15:57 +0100},
biburl = {https://dblp.org/rec/conf/allerton/HarringtonH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/MeiSCHS09,
author = {Liang Mei and
Min Sun and
Kevin M. Carter and
Alfred O. Hero III and
Silvio Savarese},
editor = {Andrea Cavallaro and
Simon Prince and
Daniel C. Alexander},
title = {Unsupervised Object Pose Classification from Short Video Sequences},
booktitle = {British Machine Vision Conference, {BMVC} 2009, London, UK, September
7-10, 2009. Proceedings},
pages = {1--12},
publisher = {British Machine Vision Association},
year = {2009},
url = {https://doi.org/10.5244/C.23.89},
doi = {10.5244/C.23.89},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/MeiSCHS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WieselH09,
author = {Ami Wiesel and
Alfred O. Hero III},
title = {Principal component analysis in decomposable Gaussian graphical models},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {1537--1540},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959889},
doi = {10.1109/ICASSP.2009.4959889},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WieselH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CarterRH09,
author = {Kevin M. Carter and
Raviv Raich and
Alfred O. Hero III},
title = {An information geometric approach to supervised dimensionality reduction},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {1829--1832},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959962},
doi = {10.1109/ICASSP.2009.4959962},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/CarterRH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DobigeonHT09,
author = {Nicolas Dobigeon and
Alfred O. Hero III and
Jean{-}Yves Tourneret},
title = {Bayesian sparse image reconstruction for {MRFM}},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {2933--2936},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960238},
doi = {10.1109/ICASSP.2009.4960238},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DobigeonHT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenWH09,
author = {Yilun Chen and
Ami Wiesel and
Alfred O. Hero III},
title = {Shrinkage estimation of high dimensional covariance matrices},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {2937--2940},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960239},
doi = {10.1109/ICASSP.2009.4960239},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ChenWH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChenGH09,
author = {Yilun Chen and
Yuantao Gu and
Alfred O. Hero III},
title = {Sparse {LMS} for system identification},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {3125--3128},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960286},
doi = {10.1109/ICASSP.2009.4960286},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ChenGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/XuKCWH09,
author = {Kevin S. Xu and
Mark Kliger and
Yilun Chen and
Peter J. Woolf and
Alfred O. Hero III},
title = {Revealing Social Networks of Spammers Through Spectral Clustering},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2009, Dresden, Germany, 14-18 June 2009},
pages = {1--6},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICC.2009.5199418},
doi = {10.1109/ICC.2009.5199418},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/XuKCWH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/RaoHSE08,
author = {Arvind Rao and
Alfred O. Hero III and
David J. States and
James Douglas Engel},
title = {Using Directed Information to Build Biologically Relevant Influence
Networks},
journal = {J. Bioinform. Comput. Biol.},
volume = {6},
number = {3},
pages = {493--519},
year = {2008},
url = {https://doi.org/10.1142/S0219720008003515},
doi = {10.1142/S0219720008003515},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbcb/RaoHSE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Hero08,
author = {Alfred Olivier Hero},
title = {A Look Back at Our Accomplishments [Past President's Message]},
journal = {{IEEE} Signal Process. Mag.},
volume = {25},
number = {1},
pages = {6--8},
year = {2008},
url = {https://doi.org/10.1109/MSP.2008.4408434},
doi = {10.1109/MSP.2008.4408434},
timestamp = {Fri, 16 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/Hero08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BashanRH08,
author = {Eran Bashan and
Raviv Raich and
Alfred O. Hero III},
title = {Optimal Two-Stage Search for Sparse Targets Using Convex Criteria},
journal = {{IEEE} Trans. Signal Process.},
volume = {56},
number = {11},
pages = {5389--5402},
year = {2008},
url = {https://doi.org/10.1109/TSP.2008.929114},
doi = {10.1109/TSP.2008.929114},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BashanRH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimaging/HerrityRH08,
author = {Kyle Herrity and
Raviv Raich and
Alfred O. Hero III},
editor = {Charles A. Bouman and
Eric L. Miller and
Ilya Pollak},
title = {Blind reconstruction of sparse images with unknown point spread function},
booktitle = {Computational Imaging VI, part of the IS{\&}T-SPIE Electronic
Imaging Symposium, San Jose, CA, USA, January 28-29, 2008, Proceedings},
series = {{SPIE} Proceedings},
volume = {6814},
pages = {68140},
publisher = {{SPIE}},
year = {2008},
url = {https://doi.org/10.1117/12.779253},
doi = {10.1117/12.779253},
timestamp = {Tue, 05 Nov 2019 12:22:57 +0100},
biburl = {https://dblp.org/rec/conf/cimaging/HerrityRH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HerrityRH08,
author = {Kyle Herrity and
Raviv Raich and
Alfred O. Hero III},
title = {Blind deconvolution for sparse molecular imaging},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {545--548},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4517667},
doi = {10.1109/ICASSP.2008.4517667},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HerrityRH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CarterRH08,
author = {Kevin M. Carter and
Raviv Raich and
Alfred O. Hero III},
title = {Fine: Information embedding for document classification},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {1861--1864},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4517996},
doi = {10.1109/ICASSP.2008.4517996},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CarterRH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DobigeonTH08,
author = {Nicolas Dobigeon and
Jean{-}Yves Tourneret and
Alfred O. Hero III},
title = {Bayesian linear unmixing of hyperspectral images corrupted by colored
Gaussian noise with unknown covariance matrix},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {3433--3436},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518389},
doi = {10.1109/ICASSP.2008.4518389},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DobigeonTH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CarterH08,
author = {Kevin M. Carter and
Alfred O. Hero III},
title = {Variance reduction with neighborhood smoothing for local intrinsic
dimension estimation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {3917--3920},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518510},
doi = {10.1109/ICASSP.2008.4518510},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CarterH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RangarajanRH08,
author = {Raghuram Rangarajan and
Raviv Raich and
Alfred O. Hero III},
title = {Euclidean matrix completion problems in tracking and geo-localization},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {5324--5327},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518862},
doi = {10.1109/ICASSP.2008.4518862},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RangarajanRH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0805-1844,
author = {John A. Sidles and
Joseph L. Garbini and
Lee E. Harrell and
Alfred O. Hero III and
Jonathan P. Jacky and
Joseph R. Malcomb and
Anthony G. Norman and
Austin M. Williamson},
title = {Practical recipes for the model order reduction, dynamical simulation,
and compressive sampling of large-scale open quantum systems},
journal = {CoRR},
volume = {abs/0805.1844},
year = {2008},
url = {http://arxiv.org/abs/0805.1844},
eprinttype = {arXiv},
eprint = {0805.1844},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0805-1844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0809-3650,
author = {Nicolas Dobigeon and
Alfred O. Hero III and
Jean{-}Yves Tourneret},
title = {Hierarchical Bayesian sparse image reconstruction with application
to {MRFM}},
journal = {CoRR},
volume = {abs/0809.3650},
year = {2008},
url = {http://arxiv.org/abs/0809.3650},
eprinttype = {arXiv},
eprint = {0809.3650},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0809-3650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejbsb/RaoHSE07,
author = {Arvind Rao and
Alfred O. Hero III and
David J. States and
James Douglas Engel},
title = {Inferring Time-Varying Network Topologies from Gene Expression Data},
journal = {{EURASIP} J. Bioinform. Syst. Biol.},
volume = {2007},
year = {2007},
url = {https://doi.org/10.1155/2007/51947},
doi = {10.1155/2007/51947},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejbsb/RaoHSE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejbsb/RaoHSE07a,
author = {Arvind Rao and
Alfred O. Hero III and
David J. States and
James Douglas Engel},
title = {Motif Discovery in Tissue-Specific Regulatory Sequences Using Directed
Information},
journal = {{EURASIP} J. Bioinform. Syst. Biol.},
volume = {2007},
year = {2007},
url = {https://doi.org/10.1155/2007/13853},
doi = {10.1155/2007/13853},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ejbsb/RaoHSE07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/ZhuH07,
author = {Dongxiao Zhu and
Alfred O. Hero III},
title = {Bayesian Hierarchical Model for Large-Scale Covariance Matrix Estimation},
journal = {J. Comput. Biol.},
volume = {14},
number = {10},
pages = {1311--1326},
year = {2007},
url = {https://doi.org/10.1089/cmb.2006.0151},
doi = {10.1089/CMB.2006.0151},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/ZhuH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/RangarajanRH07,
author = {Raghuram Rangarajan and
Raviv Raich and
Alfred O. Hero III},
title = {Optimal Sequential Energy Allocation for Inverse Problems},
journal = {J. Sel. Topics Signal Processing},
volume = {1},
number = {1},
pages = {67--78},
year = {2007},
url = {https://doi.org/10.1109/JSTSP.2007.897049},
doi = {10.1109/JSTSP.2007.897049},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/RangarajanRH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/KreucherHKM07,
author = {Christopher M. Kreucher and
Alfred O. Hero III and
Keith D. Kastella and
Mark R. Morelande},
title = {An Information-Based Approach to Sensor Management in Large Dynamic
Networks},
journal = {Proc. {IEEE}},
volume = {95},
number = {5},
pages = {978--999},
year = {2007},
url = {https://doi.org/10.1109/JPROC.2007.893247},
doi = {10.1109/JPROC.2007.893247},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/KreucherHKM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/BlattHG07,
author = {Doron Blatt and
Alfred O. Hero III and
Hillel Gauchman},
title = {A Convergent Incremental Gradient Method with a Constant Step Size},
journal = {{SIAM} J. Optim.},
volume = {18},
number = {1},
pages = {29--51},
year = {2007},
url = {https://doi.org/10.1137/040615961},
doi = {10.1137/040615961},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/BlattHG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Hero07,
author = {Alfred O. Hero III},
title = {Maintaining our agility [President's Message]},
journal = {{IEEE} Signal Process. Mag.},
volume = {24},
number = {2},
pages = {4},
year = {2007},
url = {https://doi.org/10.1109/MSP.2007.323253},
doi = {10.1109/MSP.2007.323253},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/Hero07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Hero07a,
author = {Alfred O. Hero III},
title = {Signal Processing at the Science Fair [President's Message]},
journal = {{IEEE} Signal Process. Mag.},
volume = {24},
number = {4},
pages = {6},
year = {2007},
url = {https://doi.org/10.1109/MSP.2007.4286557},
doi = {10.1109/MSP.2007.4286557},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/Hero07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BlattH07,
author = {Doron Blatt and
Alfred O. Hero III},
title = {On Tests for Global Maximum of the Log-Likelihood Function},
journal = {{IEEE} Trans. Inf. Theory},
volume = {53},
number = {7},
pages = {2510--2525},
year = {2007},
url = {https://doi.org/10.1109/TIT.2007.899537},
doi = {10.1109/TIT.2007.899537},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BlattH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ShihH07,
author = {Meng{-}Fu Shih and
Alfred O. Hero III},
title = {Hierarchical Inference of Unicast Network Topologies Based on End-to-End
Measurements},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {5-1},
pages = {1708--1718},
year = {2007},
url = {https://doi.org/10.1109/TSP.2006.890830},
doi = {10.1109/TSP.2006.890830},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ShihH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChungBMH07,
author = {Pei Jung Chung and
Johann F. B{\"{o}}hme and
Christoph F. Mecklenbr{\"{a}}uker and
Alfred O. Hero III},
title = {Detection of the Number of Signals Using the Benjamini-Hochberg Procedure},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {6-1},
pages = {2497--2508},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.893749},
doi = {10.1109/TSP.2007.893749},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChungBMH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/GodavartiH07,
author = {Mahesh Godavarti and
Alfred O. Hero III},
title = {Training in multiple-antenna Rician fading wireless channels with
deterministic specular component},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {6},
number = {1},
pages = {110--119},
year = {2007},
url = {https://doi.org/10.1109/TWC.2007.04579},
doi = {10.1109/TWC.2007.04579},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/GodavartiH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TsaiWHW07,
author = {Andy Tsai and
Carl{-}Fredrik Westin and
Alfred O. Hero III and
Alan S. Willsky},
title = {Fiber Tract Clustering on Manifolds With Dual Rooted-Graphs},
booktitle = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
{USA}},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CVPR.2007.383096},
doi = {10.1109/CVPR.2007.383096},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TsaiWHW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/BlaschMCWH07,
author = {Erik Blasch and
Randolph L. Moses and
David A. Casta{\~{n}}{\'{o}}n and
Alan S. Willsky and
Alfred O. Hero III},
title = {Integrated fusion, performance prediction, and sensor management for
automatic target exploitation {AFOSR} {MURI}},
booktitle = {10th International Conference on Information Fusion, {FUSION} 2007,
Qu{\'{e}}bec, Canada, July 9-12, 2007},
pages = {1},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICIF.2007.4408229},
doi = {10.1109/ICIF.2007.4408229},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/fusion/BlaschMCWH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/HeroK07,
author = {Alfred O. Hero III and
Christopher M. Kreucher},
title = {Network sensor management for tracking and localization},
booktitle = {10th International Conference on Information Fusion, {FUSION} 2007,
Qu{\'{e}}bec, Canada, July 9-12, 2007},
pages = {1--8},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICIF.2007.4408181},
doi = {10.1109/ICIF.2007.4408181},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fusion/HeroK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RangarajanRH07,
author = {Raghuram Rangarajan and
Raviv Raich and
Alfred O. Hero III},
title = {Sequential Energy Allocation Strategies for Channel Estimation},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {821--824},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366806},
doi = {10.1109/ICASSP.2007.366806},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RangarajanRH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/MaNPHBM07,
author = {Bing Ma and
Ramkrishnan Narayanan and
Hyunjin Park and
Alfred O. Hero III and
Peyton H. Bland and
Charles R. Meyer},
editor = {Nico Karssemeijer and
Boudewijn P. F. Lelieveldt},
title = {Comparing Pairwise and Simultaneous Joint Registrations of Decorrelating
Interval Exams Using Entropic Graphs},
booktitle = {Information Processing in Medical Imaging, 20th International Conference,
{IPMI} 2007, Kerkrade, The Netherlands, July 2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4584},
pages = {270--282},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73273-0\_23},
doi = {10.1007/978-3-540-73273-0\_23},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/MaNPHBM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OubelCGHF07,
author = {Estanislao Oubel and
Mathieu De Craene and
Mattia Gazzola and
Alfred O. Hero III and
Alejandro F. Frangi},
title = {Multiview Registration of Cardiac Tagging Mri Images},
booktitle = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
pages = {388--391},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ISBI.2007.356870},
doi = {10.1109/ISBI.2007.356870},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/OubelCGHF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/MaNPHBM07,
author = {Bing Ma and
Ramakrishnan Narayanan and
Hyunjin Park and
Alfred O. Hero III and
Peyton H. Bland and
Charles R. Meyer},
editor = {Josien P. W. Pluim and
Joseph M. Reinhardt},
title = {Joint registration of multiple images using entropic graphs},
booktitle = {Medical Imaging 2007: Image Processing, San Diego, CA, United States,
17-22 February 2007},
series = {{SPIE} Proceedings},
volume = {6512},
pages = {65122A},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.709904},
doi = {10.1117/12.709904},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/MaNPHBM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ais/PatwariHC07,
author = {Neal Patwari and
Alfred O. Hero III and
Jose A. Costa},
editor = {Radha Poovendran and
Sumit Roy and
Cliff Wang},
title = {Learning Sensor Location from Signal Strength and Connectivity},
booktitle = {Secure Localization and Time Synchronization for Wireless Sensor and
Ad Hoc Networks},
series = {Advances in Information Security},
volume = {30},
pages = {57--81},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-0-387-46276-9\_3},
doi = {10.1007/978-0-387-46276-9\_3},
timestamp = {Mon, 15 Jun 2020 07:44:16 +0200},
biburl = {https://dblp.org/rec/series/ais/PatwariHC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/KreucherBHK06,
author = {Christopher M. Kreucher and
Doron Blatt and
Alfred O. Hero III and
Keith Kastella},
title = {Adaptive multi-modality sensor scheduling for detection and tracking
of smart targets},
journal = {Digit. Signal Process.},
volume = {16},
number = {5},
pages = {546--567},
year = {2006},
url = {https://doi.org/10.1016/j.dsp.2004.12.008},
doi = {10.1016/J.DSP.2004.12.008},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/KreucherBHK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/NeemuchwalaHZC06,
author = {Huzefa Neemuchwala and
Alfred O. Hero III and
Sakina Zabuawala and
Paul L. Carson},
title = {Image registration methods in high-dimensional space},
journal = {Int. J. Imaging Syst. Technol.},
volume = {16},
number = {5},
pages = {130--145},
year = {2006},
url = {https://doi.org/10.1002/ima.20079},
doi = {10.1002/IMA.20079},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imst/NeemuchwalaHZC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JusticeH06,
author = {Derek Justice and
Alfred O. Hero III},
title = {A Binary Linear Programming Formulation of the Graph Edit Distance},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {28},
number = {8},
pages = {1200--1214},
year = {2006},
url = {https://doi.org/10.1109/TPAMI.2006.152},
doi = {10.1109/TPAMI.2006.152},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JusticeH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Hero06,
author = {Alfred O. Hero III},
title = {Looking to the future [President's message]},
journal = {{IEEE} Signal Process. Mag.},
volume = {23},
number = {1},
pages = {4},
year = {2006},
url = {https://doi.org/10.1109/MSP.2006.1593326},
doi = {10.1109/MSP.2006.1593326},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/Hero06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Hero06a,
author = {Alfred O. Hero III},
title = {Fiscal strength [President's message]},
journal = {{IEEE} Signal Process. Mag.},
volume = {23},
number = {2},
pages = {4},
year = {2006},
url = {https://doi.org/10.1109/MSP.2006.1621436},
doi = {10.1109/MSP.2006.1621436},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/Hero06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Hero06b,
author = {Alfred O. Hero III},
title = {Providing value [President's message]},
journal = {{IEEE} Signal Process. Mag.},
volume = {23},
number = {3},
pages = {6},
year = {2006},
url = {https://doi.org/10.1109/MSP.2006.1628868},
doi = {10.1109/MSP.2006.1628868},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/Hero06b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Hero06c,
author = {Alfred O. Hero III},
title = {Signal processing identity [President's message]},
journal = {{IEEE} Signal Process. Mag.},
volume = {23},
number = {4},
pages = {4},
year = {2006},
url = {https://doi.org/10.1109/MSP.2006.1657808},
doi = {10.1109/MSP.2006.1657808},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/Hero06c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/Hero06d,
author = {Alfred O. Hero III},
title = {Engaging the next generation [President's message]},
journal = {{IEEE} Signal Process. Mag.},
volume = {23},
number = {5},
pages = {4},
year = {2006},
url = {https://doi.org/10.1109/MSP.2006.1708401},
doi = {10.1109/MSP.2006.1708401},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/Hero06d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/JusticeH06,
author = {Derek Justice and
Alfred O. Hero III},
title = {Estimation of message source and destination from network intercepts},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {1},
number = {3},
pages = {374--385},
year = {2006},
url = {https://doi.org/10.1109/TIFS.2006.879291},
doi = {10.1109/TIFS.2006.879291},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/JusticeH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/AhnFBH06,
author = {Sangtae Ahn and
Jeffrey A. Fessler and
Doron Blatt and
Alfred O. Hero III},
title = {Convergent incremental optimization transfer algorithms: application
to tomography},
journal = {{IEEE} Trans. Medical Imaging},
volume = {25},
number = {3},
pages = {283--296},
year = {2006},
url = {https://doi.org/10.1109/TMI.2005.862740},
doi = {10.1109/TMI.2005.862740},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/AhnFBH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosn/CostaPH06,
author = {Jose A. Costa and
Neal Patwari and
Alfred O. Hero III},
title = {Distributed weighted-multidimensional scaling for node localization
in sensor networks},
journal = {{ACM} Trans. Sens. Networks},
volume = {2},
number = {1},
pages = {39--64},
year = {2006},
url = {https://doi.org/10.1145/1138127.1138129},
doi = {10.1145/1138127.1138129},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosn/CostaPH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TingHRYF06,
author = {Michael Ting and
Alfred O. Hero III and
Daniel Rugar and
Chun{-}Yu Yip and
Jeffrey A. Fessler},
title = {Near-optimal signal detection for finite-state Markov signals with
application to magnetic resonance force microscopy},
journal = {{IEEE} Trans. Signal Process.},
volume = {54},
number = {6-1},
pages = {2049--2062},
year = {2006},
url = {https://doi.org/10.1109/TSP.2006.874413},
doi = {10.1109/TSP.2006.874413},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TingHRYF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BlattH06,
author = {Doron Blatt and
Alfred O. Hero III},
title = {Energy-based sensor network source localization via projection onto
convex sets},
journal = {{IEEE} Trans. Signal Process.},
volume = {54},
number = {9},
pages = {3614--3619},
year = {2006},
url = {https://doi.org/10.1109/TSP.2006.879312},
doi = {10.1109/TSP.2006.879312},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BlattH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/RaoHSE06,
author = {Arvind Rao and
Alfred O. Hero III and
David J. States and
James Douglas Engel},
title = {Probabilistic data integration and visualization for understanding
transcriptional regulation},
booktitle = {14th European Signal Processing Conference, {EUSIPCO} 2006, Florence,
Italy, September 4-8, 2006},
pages = {1--5},
publisher = {{IEEE}},
year = {2006},
url = {https://ieeexplore.ieee.org/document/7071233/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/RaoHSE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TingH06,
author = {Michael Ting and
Alfred O. Hero III},
title = {Detection Of a Random Walk Signal in the Regime of Low Signal to Noise
Ratio and Long Observation Time},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {293--296},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660648},
doi = {10.1109/ICASSP.2006.1660648},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TingH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RangarajanRH06,
author = {Raghuram Rangarajan and
Raviv Raich and
Alfred O. Hero III},
title = {Single-Stage Waveform Selection for Adaptive Resource Constrained
State Estimation},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {672--675},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660743},
doi = {10.1109/ICASSP.2006.1660743},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RangarajanRH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RaichCH06,
author = {Raviv Raich and
Jose A. Costa and
Alfred O. Hero III},
title = {On Dimensionality Reduction for Classification and its Application},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {917--920},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1661426},
doi = {10.1109/ICASSP.2006.1661426},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RaichCH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GrikschatCHM06,
author = {Steve Grikschat and
Jose A. Costa and
Alfred O. Hero III and
Olivier J. J. Michel},
title = {Dual Rooted-Diffusions for Clustering and Classification on Manifolds},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {937--940},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1661431},
doi = {10.1109/ICASSP.2006.1661431},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/GrikschatCHM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RaoHSE06,
author = {Arvind Rao and
Alfred O. Hero III and
David J. States and
James Douglas Engel},
title = {Inference of Biologically Relevant Gene Influence Networks Using the
Directed Information Criterion},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {1028--1031},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660521},
doi = {10.1109/ICASSP.2006.1660521},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RaoHSE06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/RaichH06,
author = {Raviv Raich and
Alfred O. Hero III},
title = {Sparse Image Reconstruction for Partially known Blur Functions},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2006, October 8-11, Atlanta, Georgia, {USA}},
pages = {637--640},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICIP.2006.312461},
doi = {10.1109/ICIP.2006.312461},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/RaichH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TingRH06,
author = {Michael Ting and
Raviv Raich and
Alfred O. Hero III},
title = {Sparse Image Reconstruction using Sparse Priors},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2006, October 8-11, Atlanta, Georgia, {USA}},
pages = {1261--1264},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICIP.2006.312574},
doi = {10.1109/ICIP.2006.312574},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/TingRH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MarbleH06,
author = {Jay A. Marble and
Alfred O. Hero III},
title = {Phase Distortion Correction for See-Through-The-Wall Imaging Radar},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2006, October 8-11, Atlanta, Georgia, {USA}},
pages = {2333--2336},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICIP.2006.312854},
doi = {10.1109/ICIP.2006.312854},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/MarbleH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/OubelFH06,
author = {Estanislao Oubel and
Alejandro F. Frangi and
Alfred O. Hero III},
title = {Complex wavelets for registration of tagged {MRI} sequences},
booktitle = {Proceedings of the 2006 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 6-9 April 2006},
pages = {622--625},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISBI.2006.1624993},
doi = {10.1109/ISBI.2006.1624993},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/OubelFH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/VignatHC06,
author = {Christophe Vignat and
Alfred O. Hero III and
Jose A. Costa},
title = {A Geometric Characterization of Maximum R{\'{e}}nyi Entropy Distributions},
booktitle = {Proceedings 2006 {IEEE} International Symposium on Information Theory,
{ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14,
2006},
pages = {1822--1826},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISIT.2006.261749},
doi = {10.1109/ISIT.2006.261749},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/VignatHC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/OubelHF06,
author = {Estanislao Oubel and
Alfred O. Hero III and
Alejandro F. Frangi},
editor = {Joseph M. Reinhardt and
Josien P. W. Pluim},
title = {Cardiac motion estimation by using high-dimensional features and K-means
clustering method},
booktitle = {Medical Imaging 2006: Image Processing, {MEDICAL} IMAGING, San Diego,
California, United States, 11-16 February 2006},
series = {{SPIE} Proceedings},
volume = {6144},
pages = {614417},
publisher = {{SPIE}},
year = {2006},
url = {https://doi.org/10.1117/12.653921},
doi = {10.1117/12.653921},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/OubelHF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Hero06,
author = {Alfred O. Hero III},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Geometric entropy minimization {(GEM)} for anomaly detection and localization},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {585--592},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/1160453108d3e537255e9f7b931f4e90-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Hero06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/PatwariH06,
author = {Neal Patwari and
Alfred O. Hero III},
editor = {Andrew T. Campbell and
Philippe Bonnet and
John S. Heidemann},
title = {Demonstrating distributed signal strength location estimation},
booktitle = {Proceedings of the 4th International Conference on Embedded Networked
Sensor Systems, SenSys 2006, Boulder, Colorado, USA, October 31 -
November 3, 2006},
pages = {353--354},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1182807.1182851},
doi = {10.1145/1182807.1182851},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sensys/PatwariH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/CostaH06,
author = {Jose A. Costa and
Alfred O. Hero III},
editor = {Hamid Krim and
Anthony A. Yezzi},
title = {Determining Intrinsic Dimension and Entropy of High-Dimensional Shape
Spaces},
booktitle = {Statistics and Analysis of Shapes},
series = {Modeling and Simulation in Science, Engineering and Technology},
pages = {231--252},
publisher = {Birkh{\"{a}}user / Springer},
year = {2006},
url = {https://doi.org/10.1007/0-8176-4481-4\_9},
doi = {10.1007/0-8176-4481-4\_9},
timestamp = {Tue, 16 Jul 2019 12:43:03 +0200},
biburl = {https://dblp.org/rec/books/sp/06/CostaH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ZhuHCKS05,
author = {Dongxiao Zhu and
Alfred O. Hero III and
Hong Cheng and
Ritu Khanna and
Anand Swaroop},
title = {Network constrained clustering for gene microarray data},
journal = {Bioinform.},
volume = {21},
number = {21},
pages = {4014--4020},
year = {2005},
url = {https://doi.org/10.1093/bioinformatics/bti655},
doi = {10.1093/BIOINFORMATICS/BTI655},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ZhuHCKS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/ChungBH05,
author = {Pei Jung Chung and
Johann F. B{\"{o}}hme and
Alfred O. Hero III},
title = {Tracking of Multiple Moving Sources Using Recursive {EM} Algorithm},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2005},
number = {1},
pages = {50--60},
year = {2005},
url = {https://doi.org/10.1155/ASP.2005.50},
doi = {10.1155/ASP.2005.50},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/ChungBH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/ZhuHQS05,
author = {Dongxiao Zhu and
Alfred O. Hero III and
Zhaohui S. Qin and
Anand Swaroop},
title = {High Throughput Screening of Co-Expressed Gene Pairs with Controlled
False Discovery Rate {(FDR)} and Minimum Acceptable Strength {(MAS)}},
journal = {J. Comput. Biol.},
volume = {12},
number = {7},
pages = {1029--1045},
year = {2005},
url = {https://doi.org/10.1089/cmb.2005.12.1029},
doi = {10.1089/CMB.2005.12.1029},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/ZhuHQS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/NeemuchwalaHC05,
author = {Huzefa Neemuchwala and
Alfred O. Hero III and
Paul L. Carson},
title = {Image matching using alpha-entropy measures and entropic graphs},
journal = {Signal Process.},
volume = {85},
number = {2},
pages = {277--296},
year = {2005},
url = {https://doi.org/10.1016/j.sigpro.2004.10.002},
doi = {10.1016/J.SIGPRO.2004.10.002},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/NeemuchwalaHC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/KreucherKH05,
author = {Christopher M. Kreucher and
Keith Kastella and
Alfred O. Hero III},
title = {Sensor management using an active sensing approach},
journal = {Signal Process.},
volume = {85},
number = {3},
pages = {607--624},
year = {2005},
url = {https://doi.org/10.1016/j.sigpro.2004.11.004},
doi = {10.1016/J.SIGPRO.2004.11.004},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/KreucherKH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/PatwariAKHMC05,
author = {Neal Patwari and
Joshua N. Ash and
Spyros Kyperountas and
Alfred O. Hero III and
Randolph L. Moses and
Neiyer S. Correal},
title = {Locating the nodes: cooperative localization in wireless sensor networks},
journal = {{IEEE} Signal Process. Mag.},
volume = {22},
number = {4},
pages = {54--69},
year = {2005},
url = {https://doi.org/10.1109/MSP.2005.1458287},
doi = {10.1109/MSP.2005.1458287},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/PatwariAKHMC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/GodavartiH05,
author = {Mahesh Godavarti and
Alfred O. Hero III},
title = {Partial update {LMS} algorithms},
journal = {{IEEE} Trans. Signal Process.},
volume = {53},
number = {7},
pages = {2382--2399},
year = {2005},
url = {https://doi.org/10.1109/TSP.2005.849167},
doi = {10.1109/TSP.2005.849167},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/GodavartiH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/KreucherHK05,
author = {Chris Kreucher and
Alfred O. Hero III and
Keith Kastella},
title = {A Comparison of Task Driven and Information Driven Sensor Management
for Target Tracking},
booktitle = {44th {IEEE} {IEEE} Conference on Decision and Control and 8th European
Control Conference Control, {CDC/ECC} 2005, Seville, Spain, 12-15
December, 2005},
pages = {4004--4009},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/CDC.2005.1582788},
doi = {10.1109/CDC.2005.1582788},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/KreucherHK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimaging/NeemuchwalaH05,
author = {Huzefa Neemuchwala and
Alfred O. Hero III},
editor = {Charles A. Bouman and
Eric L. Miller},
title = {Image registration in high-dimensional feature space},
booktitle = {Computational Imaging III, San Jose, CA, USA, January 17, 2005},
series = {{SPIE} Proceedings},
volume = {5674},
pages = {99--113},
publisher = {{SPIE}},
year = {2005},
url = {https://doi.org/10.1117/12.597635},
doi = {10.1117/12.597635},
timestamp = {Tue, 05 Nov 2019 12:22:57 +0100},
biburl = {https://dblp.org/rec/conf/cimaging/NeemuchwalaH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhuH05a,
author = {Dongxiao Zhu and
Alfred O. Hero III},
title = {Gene coexpression network discovery with controlled statistical and
biological significance},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {369--372},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416317},
doi = {10.1109/ICASSP.2005.1416317},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhuH05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CostaPH05,
author = {Jose A. Costa and
Neal Patwari and
Alfred O. Hero III},
title = {Achieving high-accuracy distributed localization in sensor networks},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {641--644},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1415791},
doi = {10.1109/ICASSP.2005.1415791},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CostaPH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BlattH05,
author = {Doron Blatt and
Alfred O. Hero III},
title = {Tests for global maximum of the likelihood function},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {649--652},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416092},
doi = {10.1109/ICASSP.2005.1416092},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BlattH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HeroB05,
author = {Alfred O. Hero III and
Doron Blatt},
title = {Sensor network source localization via projection onto convex sets
{(POCS)}},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {689--692},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1415803},
doi = {10.1109/ICASSP.2005.1415803},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HeroB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhuH05b,
author = {Dongxiao Zhu and
Alfred O. Hero III},
title = {Network constrained clustering for gene microarray data},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {765--768},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416416},
doi = {10.1109/ICASSP.2005.1416416},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhuH05b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KreucherH05,
author = {Chris Kreucher and
Alfred O. Hero III},
title = {Non-myopic approaches to scheduling agile sensors for multistage detection,
tracking and identification},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {885--888},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416446},
doi = {10.1109/ICASSP.2005.1416446},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KreucherH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HaykinHM05,
author = {Simon Haykin and
Alfred O. Hero III and
Eric Moulines},
title = {Modeling, identification, and control of large-scale dynamical systems},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {945--948},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416461},
doi = {10.1109/ICASSP.2005.1416461},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/HaykinHM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CostaH05,
author = {Jose A. Costa and
Alfred O. Hero III},
title = {Classification constrained dimensionality reduction},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {1077--1080},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416494},
doi = {10.1109/ICASSP.2005.1416494},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CostaH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RangarajanRH05,
author = {Raghuram Rangarajan and
Raviv Raich and
Alfred O. Hero III},
title = {Optimal experimental design for an inverse scattering problem},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {1117--1120},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416209},
doi = {10.1109/ICASSP.2005.1416209},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RangarajanRH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/OubelTHF05,
author = {Estanislao Oubel and
Catalina Tobon{-}Gomez and
Alfred O. Hero III and
Alejandro F. Frangi},
editor = {James S. Duncan and
Guido Gerig},
title = {Myocardial Motion Estimation in Tagged {MR} Sequences by Using \emph{alpha}MI-Based
Non Rigid Registration},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2005, 8th International Conference, Palm Springs, CA, USA, October
26-29, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3750},
pages = {271--278},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11566489\_34},
doi = {10.1007/11566489\_34},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/OubelTHF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ParkBHM05,
author = {Hyunjin Park and
Peyton H. Bland and
Alfred O. Hero III and
Charles R. Meyer},
editor = {James S. Duncan and
Guido Gerig},
title = {Least Biased Target Selection in Probabilistic Atlas Construction},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2005, 8th International Conference, Palm Springs, CA, USA, October
26-29, 2005, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3750},
pages = {419--426},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11566489\_52},
doi = {10.1007/11566489\_52},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ParkBHM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/OubelNHBLF05,
author = {Estanislao Oubel and
Huzefa Neemuchwala and
Alfred O. Hero III and
Loic Boisrobert and
Mart{\'{\i}}n Laclaustra and
Alejandro Federico Frangi},
editor = {J. Michael Fitzpatrick and
Joseph M. Reinhardt},
title = {Assessment of artery dilation by using image registration based on
spatial features},
booktitle = {Medical Imaging 2005: Image Processing, San Diego, California, United
States, 12-17 February 2005},
series = {{SPIE} Proceedings},
volume = {5747},
publisher = {{SPIE}},
year = {2005},
url = {https://doi.org/10.1117/12.595381},
doi = {10.1117/12.595381},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/OubelNHBLF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/minenet/PatwariHP05,
author = {Neal Patwari and
Alfred O. Hero III and
Adam Pacholski},
editor = {Subhabrata Sen and
Chuanyi Ji and
Debanjan Saha and
Joe McCloskey},
title = {Manifold learning visualization of network traffic data},
booktitle = {Proceedings of the 1st Annual {ACM} Workshop on Mining Network Data,
MineNet 2005, Philadelphia, Pennsylvania, USA, August 26, 2005},
pages = {191--196},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1080173.1080182},
doi = {10.1145/1080173.1080182},
timestamp = {Wed, 04 May 2022 13:02:27 +0200},
biburl = {https://dblp.org/rec/conf/minenet/PatwariHP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BlattH05,
author = {Doron Blatt and
Alfred O. Hero III},
title = {From Weighted Classification to Policy Search},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {139--146},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/fd4f21f2556dad0ea8b7a5c04eabebda-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BlattH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/HeroFMS04,
author = {Alfred O. Hero III and
Gilles Fleury and
Alan J. Mears and
Anand Swaroop},
title = {Multicriteria Gene Screening for Analysis of Differential Expression
with {DNA} Microarrays},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2004},
number = {1},
pages = {43--52},
year = {2004},
url = {https://doi.org/10.1155/S1110865704310036},
doi = {10.1155/S1110865704310036},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/HeroFMS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/FleuryHZS04,
author = {Gilles Fleury and
Alfred O. Hero III and
Sepidarseh Zareparsi and
Anand Swaroop},
title = {Gene discovery using Pareto depth sampling distributions},
journal = {J. Frankl. Inst.},
volume = {341},
number = {1-2},
pages = {55--75},
year = {2004},
url = {https://doi.org/10.1016/j.jfranklin.2003.12.007},
doi = {10.1016/J.JFRANKLIN.2003.12.007},
timestamp = {Tue, 23 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jfi/FleuryHZS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/LiH04,
author = {Jia Li and
Alfred O. Hero III},
title = {A Fast Spectral Method for Active 3D Shape Reconstruction},
journal = {J. Math. Imaging Vis.},
volume = {20},
number = {1-2},
pages = {73--87},
year = {2004},
url = {https://doi.org/10.1023/B:JMIV.0000011324.14508.fb},
doi = {10.1023/B:JMIV.0000011324.14508.FB},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/LiH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GodavartiH04,
author = {Mahesh Godavarti and
Alfred O. Hero III},
title = {Convergence of differential entropies},
journal = {{IEEE} Trans. Inf. Theory},
volume = {50},
number = {1},
pages = {171--176},
year = {2004},
url = {https://doi.org/10.1109/TIT.2003.821979},
doi = {10.1109/TIT.2003.821979},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/GodavartiH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/FederFHLLNSY04,
author = {Meir Feder and
M{\'{a}}rio A. T. Figueiredo and
Alfred O. Hero III and
Chin{-}Hui Lee and
Hans{-}Andrea Loeliger and
Robert D. Nowak and
Andrew C. Singer and
Bin Yu},
title = {Guest Editorial: Special Issue on Machine Learning Methods in Signal
Processing},
journal = {{IEEE} Trans. Signal Process.},
volume = {52},
number = {8},
pages = {2152},
year = {2004},
url = {https://doi.org/10.1109/TSP.2004.831149},
doi = {10.1109/TSP.2004.831149},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/FederFHLLNSY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/CostaH04,
author = {Jose A. Costa and
Alfred O. Hero III},
title = {Geodesic entropic graphs for dimension and entropy estimation in manifold
learning},
journal = {{IEEE} Trans. Signal Process.},
volume = {52},
number = {8},
pages = {2210--2221},
year = {2004},
url = {https://doi.org/10.1109/TSP.2004.831130},
doi = {10.1109/TSP.2004.831130},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/CostaH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/HeroF04,
author = {Alfred O. Hero III and
Gilles Fleury},
title = {Pareto-Optimal Methods for Gene Ranking},
journal = {J. {VLSI} Signal Process.},
volume = {38},
number = {3},
pages = {259--275},
year = {2004},
url = {https://doi.org/10.1023/B:VLSI.0000042491.03225.cf},
doi = {10.1023/B:VLSI.0000042491.03225.CF},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vlsisp/HeroF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/KreucherHKC04,
author = {Chris Kreucher and
Alfred O. Hero III and
Keith Kastella and
Dan Chang},
title = {Efficient methods of non-myopic sensor management for multitarget
tracking},
booktitle = {43rd {IEEE} Conference on Decision and Control, {CDC} 2004, Nassau,
Bahamas, December 14-17, 2004},
pages = {722--727},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/CDC.2004.1428735},
doi = {10.1109/CDC.2004.1428735},
timestamp = {Fri, 04 Mar 2022 13:24:31 +0100},
biburl = {https://dblp.org/rec/conf/cdc/KreucherHKC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/CostaH04,
author = {Jose A. Costa and
Alfred O. Hero III},
title = {Learning intrinsic dimension and intrinsic entropy of high-dimensional
datasets},
booktitle = {2004 12th European Signal Processing Conference, Vienna, Austria,
September 6-10, 2004},
pages = {369--372},
publisher = {{IEEE}},
year = {2004},
url = {https://ieeexplore.ieee.org/document/7080175/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/CostaH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/HeroTF04,
author = {Alfred O. Hero III and
Michael Ting and
Jeffrey A. Fessler},
title = {Two state Markov modelling and detection of single electron spin signals},
booktitle = {2004 12th European Signal Processing Conference, Vienna, Austria,
September 6-10, 2004},
pages = {1059--1062},
publisher = {{IEEE}},
year = {2004},
url = {https://ieeexplore.ieee.org/document/7079833/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/HeroTF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/Hero04,
author = {Alfred O. Hero III},
title = {Statistical signal processing for gene microarrays},
booktitle = {2004 12th European Signal Processing Conference, Vienna, Austria,
September 6-10, 2004},
pages = {1199},
publisher = {{IEEE}},
year = {2004},
url = {https://ieeexplore.ieee.org/document/7080218/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/Hero04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShihH04,
author = {Meng{-}Fu Shih and
Alfred O. Hero III},
title = {Network topology discovery using finite mixture models},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {433--436},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326287},
doi = {10.1109/ICASSP.2004.1326287},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShihH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PatwariH04,
author = {Neal Patwari and
Alfred O. Hero III},
title = {Manifold learning algorithms for localization in wireless sensor networks},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {857--860},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326680},
doi = {10.1109/ICASSP.2004.1326680},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PatwariH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BlattH04,
author = {Doron Blatt and
Alfred O. Hero III},
title = {Distributed maximum likelihood estimation for sensor networks},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {929--932},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326698},
doi = {10.1109/ICASSP.2004.1326698},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BlattH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CostaH04,
author = {Jose A. Costa and
Alfred O. Hero III},
title = {Manifold learning using Euclidean k-nearest neighbor graphs [image
processing examples]},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {988--991},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326713},
doi = {10.1109/ICASSP.2004.1326713},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/CostaH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/HeroZSF04,
author = {Alfred O. Hero III and
Sepidarseh Zareparsi and
Anand Swaroop and
Gilles Fleury},
title = {Pareto Depth Sampling Distributions for Gene Ranking},
booktitle = {Proceedings of the 2004 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 15-18 April 2004},
pages = {65--68},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISBI.2004.1398475},
doi = {10.1109/ISBI.2004.1398475},
timestamp = {Wed, 04 Oct 2023 16:23:55 +0200},
biburl = {https://dblp.org/rec/conf/isbi/HeroZSF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/NeemuchwalaHCM04,
author = {Huzefa Neemuchwala and
Alfred O. Hero III and
Paul L. Carson and
Charles R. Meyer},
title = {Local Feature Matching Using Entropic Graphs},
booktitle = {Proceedings of the 2004 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 15-18 April 2004},
pages = {704--707},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISBI.2004.1398635},
doi = {10.1109/ISBI.2004.1398635},
timestamp = {Wed, 04 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/NeemuchwalaHCM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/CostaH04,
author = {Jose A. Costa and
Alfred O. Hero III},
title = {Entropic graphs for intrinsic dimension estimation in manifold learning},
booktitle = {Proceedings of the 2004 {IEEE} International Symposium on Information
Theory, {ISIT} 2004, Chicago Downtown Marriott, Chicago, Illinois,
USA, June 27 - July 2, 2004},
pages = {466},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ISIT.2004.1365503},
doi = {10.1109/ISIT.2004.1365503},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/CostaH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GuptaH03,
author = {R. Gupta and
Alfred O. Hero III},
title = {High-rate vector quantization for detection},
journal = {{IEEE} Trans. Inf. Theory},
volume = {49},
number = {8},
pages = {1951--1969},
year = {2003},
url = {https://doi.org/10.1109/TIT.2003.814482},
doi = {10.1109/TIT.2003.814482},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/GuptaH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Hero03,
author = {Alfred O. Hero III},
title = {Secure space-time communication},
journal = {{IEEE} Trans. Inf. Theory},
volume = {49},
number = {12},
pages = {3235--3249},
year = {2003},
url = {https://doi.org/10.1109/TIT.2003.820010},
doi = {10.1109/TIT.2003.820010},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Hero03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HeroNPR03,
author = {Alfred O. Hero III and
Ilkka Norros and
Athina P. Petropulu and
Rudolf H. Riedi},
title = {Guest editorial special issue on signal processing in networking},
journal = {{IEEE} Trans. Signal Process.},
volume = {51},
number = {8},
pages = {2017--2018},
year = {2003},
url = {https://doi.org/10.1109/TSP.2003.814459},
doi = {10.1109/TSP.2003.814459},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/HeroNPR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/PatwariHPCO03,
author = {Neal Patwari and
Alfred O. Hero III and
Matt Perkins and
Neiyer S. Correal and
Robert J. O'Dea},
title = {Relative location estimation in wireless sensor networks},
journal = {{IEEE} Trans. Signal Process.},
volume = {51},
number = {8},
pages = {2137--2148},
year = {2003},
url = {https://doi.org/10.1109/TSP.2003.814469},
doi = {10.1109/TSP.2003.814469},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/PatwariHPCO03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ShihH03,
author = {Meng{-}Fu Shih and
Alfred O. Hero III},
title = {Unicast-based inference of network link delay distributions with finite
mixture models},
journal = {{IEEE} Trans. Signal Process.},
volume = {51},
number = {8},
pages = {2219--2228},
year = {2003},
url = {https://doi.org/10.1109/TSP.2003.814468},
doi = {10.1109/TSP.2003.814468},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ShihH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/BlattH03,
author = {Doron Blatt and
Alfred O. Hero III},
editor = {Anand Rangarajan and
M{\'{a}}rio A. T. Figueiredo and
Josiane Zerubia},
title = {Asymptotic Characterization of Log-Likelihood Maximization Based Algorithms
and Applications},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition,
4th International Workshop, {EMMCVPR} 2003, Lisbon, Portugal, July
7-9, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2683},
pages = {164--179},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45063-4\_11},
doi = {10.1007/978-3-540-45063-4\_11},
timestamp = {Mon, 26 Jun 2023 20:48:54 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/BlattH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emmcvpr/CostaHV03,
author = {Jose Costa and
Alfred O. Hero III and
Christophe Vignat},
editor = {Anand Rangarajan and
M{\'{a}}rio A. T. Figueiredo and
Josiane Zerubia},
title = {On Solutions to Multivariate Maximum alpha-Entropy Problems},
booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition,
4th International Workshop, {EMMCVPR} 2003, Lisbon, Portugal, July
7-9, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2683},
pages = {211--226},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45063-4\_14},
doi = {10.1007/978-3-540-45063-4\_14},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emmcvpr/CostaHV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PatwariH03,
author = {Neal Patwari and
Alfred O. Hero III},
title = {Hierarchical censoring for distributed detection in wireless sensor
networks},
booktitle = {2003 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '03, Hong Kong, April 6-10, 2003},
pages = {848--851},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICASSP.2003.1202776},
doi = {10.1109/ICASSP.2003.1202776},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PatwariH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/KreucherKH03,
author = {Christopher M. Kreucher and
Keith Kastella and
Alfred O. Hero III},
editor = {Feng Zhao and
Leonidas J. Guibas},
title = {Multi-target Sensor Management Using Alpha-Divergence Measures},
booktitle = {Information Processing in Sensor Networks, Second International Workshop,
{IPSN} 2003, Palo Alto, CA, USA, April 22-23, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2634},
pages = {209--222},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36978-3\_14},
doi = {10.1007/3-540-36978-3\_14},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/KreucherKH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/Hero03,
author = {Alfred O. Hero III},
title = {Gene selection and ranking with microarray data},
booktitle = {Seventh International Symposium on Signal Processing and Its Applications,
{ISSPA} 2003, July 1-4, 2003, Paris, France, Proceedings, Volume 1},
pages = {457--464},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ISSPA.2003.1224739},
doi = {10.1109/ISSPA.2003.1224739},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/isspa/Hero03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsna/PatwariH03,
author = {Neal Patwari and
Alfred O. Hero III},
editor = {C. S. Raghavendra and
Krishna M. Sivalingam and
Ramesh Govindan and
Parmesh Ramanathan},
title = {Using proximity and quantized {RSS} for sensor localization in wireless
networks},
booktitle = {Proceedings of the Second {ACM} International Conference on Wireless
Sensor Networks and Applications, {WSNA} 2003, San Diego, CA, USA,
September 19, 2003},
pages = {20--29},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/941350.941354},
doi = {10.1145/941350.941354},
timestamp = {Mon, 23 May 2022 11:50:07 +0200},
biburl = {https://dblp.org/rec/conf/wsna/PatwariH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-CV-0307038,
author = {Jose Costa and
Alfred O. Hero III},
title = {Manifold Learning with Geodesic Minimal Spanning Trees},
journal = {CoRR},
volume = {cs.CV/0307038},
year = {2003},
url = {http://arxiv.org/abs/cs/0307038},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-CV-0307038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CoatesHNY02,
author = {Mark Coates and
Alfred O. Hero III and
Robert D. Nowak and
Bin Yu},
title = {Internet tomography},
journal = {{IEEE} Signal Process. Mag.},
volume = {19},
number = {3},
pages = {47--65},
year = {2002},
url = {https://doi.org/10.1109/79.998081},
doi = {10.1109/79.998081},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/CoatesHNY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/HeroK02,
author = {Alfred O. Hero III and
Hamid Krim},
title = {Mathematical methods in imaging},
journal = {{IEEE} Signal Process. Mag.},
volume = {19},
number = {5},
pages = {13--14},
year = {2002},
url = {https://doi.org/10.1109/MSP.2002.1028348},
doi = {10.1109/MSP.2002.1028348},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/HeroK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/HeroMMG02,
author = {Alfred O. Hero III and
Bing Ma and
Olivier J. J. Michel and
John D. Gorman},
title = {Applications of entropic spanning graphs},
journal = {{IEEE} Signal Process. Mag.},
volume = {19},
number = {5},
pages = {85--95},
year = {2002},
url = {https://doi.org/10.1109/MSP.2002.1028355},
doi = {10.1109/MSP.2002.1028355},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/HeroMMG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/BlissFHY02,
author = {Daniel W. Bliss and
Keith W. Forsythe and
Alfred O. Hero III and
Ali F. Yegulalp},
title = {Environmental issues for {MIMO} capacity},
journal = {{IEEE} Trans. Signal Process.},
volume = {50},
number = {9},
pages = {2128--2142},
year = {2002},
url = {https://doi.org/10.1109/TSP.2002.801914},
doi = {10.1109/TSP.2002.801914},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/BlissFHY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/FleuryHYCBS02,
author = {Gilles Fleury and
Alfred O. Hero III and
Shigeo Yoshida and
Todd A. Carter and
Carrolee Barlow and
Anand Swaroop},
title = {Pareto analysis for gene filtering in microarray experiments},
booktitle = {11th European Signal Processing Conference, {EUSIPCO} 2002, Toulouse,
France, September 3-6, 2002},
pages = {1--4},
publisher = {{IEEE}},
year = {2002},
url = {https://ieeexplore.ieee.org/document/7072128/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/FleuryHYCBS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KraghH02,
author = {Thomas J. Kragh and
Alfred O. Hero III},
title = {Image resolution-variance tradeoffs using the uniform Cram{\`{e}}r-Rao
bound},
booktitle = {11th European Signal Processing Conference, {EUSIPCO} 2002, Toulouse,
France, September 3-6, 2002},
pages = {1--4},
publisher = {{IEEE}},
year = {2002},
url = {https://ieeexplore.ieee.org/document/7072074/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/KraghH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/MichelH02,
author = {Olivier J. J. Michel and
Alfred O. Hero III},
title = {Theory and application of entropiograph based I-divergence estimation},
booktitle = {11th European Signal Processing Conference, {EUSIPCO} 2002, Toulouse,
France, September 3-6, 2002},
pages = {1--4},
publisher = {{IEEE}},
year = {2002},
url = {https://ieeexplore.ieee.org/document/7072189/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/MichelH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShihH02,
author = {Meng{-}Fu Shih and
Alfred O. Hero III},
title = {Unicast-based inference of network link delay distributions using
mixed finite mixture models},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {1305--1308},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5744042},
doi = {10.1109/ICASSP.2002.5744042},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShihH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GodavartiH02,
author = {Mahesh Godavarti and
Alfred O. Hero III},
title = {Diversity and degrees of freedom in wireless communications},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {2861--2864},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5745245},
doi = {10.1109/ICASSP.2002.5745245},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/GodavartiH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FleuryHYCBS02,
author = {Gilles Fleury and
Alfred O. Hero III and
Shigeo Yoshida and
Todd A. Carter and
Carrolee Barlow and
Anand Swaroop},
title = {Clustering gene expression signals from retinal microarray data},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {4024--4027},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5745540},
doi = {10.1109/ICASSP.2002.5745540},
timestamp = {Thu, 03 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/FleuryHYCBS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BaraniukBHHHJJKNOPRRSSWW02,
author = {Richard G. Baraniuk and
C. Sidney Burrus and
B. M. Hendricks and
G. L. Henry and
Alfred O. Hero III and
Don H. Johnson and
Douglas L. Jones and
Julius Kusuma and
Robert D. Nowak and
J. E. Odegard and
Lee C. Potter and
Kannan Ramchandran and
R. J. Reedstrom and
Philip Schniter and
Ivan W. Selesnick and
Douglas B. Williams and
W. L. Wilson},
title = {Connexions: {DSP} education for a networked world},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {4144--4147},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5745570},
doi = {10.1109/ICASSP.2002.5745570},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BaraniukBHHHJJKNOPRRSSWW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiH02a,
author = {Jia Li and
Alfred O. Hero III},
title = {A spectral approach to statistical polar shape modeling},
booktitle = {Proceedings of the 2002 International Conference on Image Processing,
{ICIP} 2002, Rochester, New York, USA, September 22-25, 2002},
pages = {852--855},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICIP.2002.1038159},
doi = {10.1109/ICIP.2002.1038159},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/LiH02a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/KimH01,
author = {Hyung Soo Kim and
Alfred O. Hero III},
title = {Comparison of {GLR} and invariant detectors under structured clutter
covariance},
journal = {{IEEE} Trans. Image Process.},
volume = {10},
number = {10},
pages = {1509--1520},
year = {2001},
url = {https://doi.org/10.1109/83.951536},
doi = {10.1109/83.951536},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/KimH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeroM01,
author = {Alfred O. Hero III and
Thomas L. Marzetta},
title = {Cutoff rate and signal design for the quasi-static Rayleigh-fading
space-Time channel},
journal = {{IEEE} Trans. Inf. Theory},
volume = {47},
number = {6},
pages = {2400--2416},
year = {2001},
url = {https://doi.org/10.1109/18.945254},
doi = {10.1109/18.945254},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeroM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZiotopoulosHW01,
author = {Agisilaos{-}Georgios P. Ziotopoulos and
Alfred O. Hero III and
Kimberly M. Wasserman},
title = {Estimation of network link loss rates via chaining in multicast trees},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
Lake City, Utah, USA, Proceedings},
pages = {2517--2520},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICASSP.2001.940513},
doi = {10.1109/ICASSP.2001.940513},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ZiotopoulosHW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KimH01,
author = {Hyung Soo Kim and
Alfred O. Hero III},
title = {Comparison of {GLR} and maximal invariant detectors under structured
clutter covariance},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
Lake City, Utah, USA, Proceedings},
pages = {2869--2872},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICASSP.2001.940245},
doi = {10.1109/ICASSP.2001.940245},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KimH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShihH01,
author = {Meng{-}Fu Shih and
Alfred O. Hero III},
title = {Unicast inference of network link delay distributions from edge measurements},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
Lake City, Utah, USA, Proceedings},
pages = {3421--3424},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICASSP.2001.940576},
doi = {10.1109/ICASSP.2001.940576},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ShihH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GodavartiH01,
author = {Mahesh Godavarti and
Alfred O. Hero III},
title = {Stability analysis of the sequential partial update {LMS} algorithm},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} 2001, 7-11 May, 2001, Salt Palace Convention Center, Salt
Lake City, Utah, USA, Proceedings},
pages = {3857--3860},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICASSP.2001.940685},
doi = {10.1109/ICASSP.2001.940685},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GodavartiH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/NeemuchwalaHC01,
author = {Huzefa Neemuchwala and
Alfred O. Hero III and
Paul L. Carson},
title = {Feature coincidence trees for registration of ultrasound breast images},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {10--13},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.958038},
doi = {10.1109/ICIP.2001.958038},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/NeemuchwalaHC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HeroMM01,
author = {Alfred O. Hero III and
Bing Ma and
Olivier J. J. Michel},
title = {Imaging applications of stochastic minimal graphs},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {573--576},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.958181},
doi = {10.1109/ICIP.2001.958181},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/HeroMM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MaHM01,
author = {Bing Ma and
Alfred O. Hero III and
Olivier J. J. Michel},
title = {Imaging applications of stochastic minimal graphs},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {573--576},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.958557},
doi = {10.1109/ICIP.2001.958557},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/MaHM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MaLH01,
author = {Bing Ma and
Sridhar Lakshmanan and
Alfred O. Hero III},
title = {A robust Bayesian multisensor fusion algorithm for joint lane and
pavement boundary detection},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {762--765},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.959157},
doi = {10.1109/ICIP.2001.959157},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/MaLH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiH01,
author = {Jia Li and
Alfred O. Hero III},
title = {A spectral method for solving elliptic equations for surface reconstruction
and 3D active contours},
booktitle = {Proceedings of the 2001 International Conference on Image Processing,
{ICIP} 2001, Thessaloniki, Greece, October 7-10, 2001},
pages = {1067--1070},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICIP.2001.958311},
doi = {10.1109/ICIP.2001.958311},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/LiH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/WilliamsZH00,
author = {William J. Williams and
Eugene J. Zalubas and
Alfred O. Hero III},
title = {Word Spotting in Bitmapped Fax Documents},
journal = {Inf. Retr.},
volume = {2},
number = {2/3},
pages = {207--226},
year = {2000},
url = {https://doi.org/10.1023/A:1009958827317},
doi = {10.1023/A:1009958827317},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/WilliamsZH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SnyderHMMO00,
author = {Donald L. Snyder and
Alfred O. Hero III and
Pierre Moulin and
Jos{\'{e}} M. F. Moura and
Joseph A. O'Sullivan},
title = {Introduction to the special issue on information-theoretic imaging},
journal = {{IEEE} Trans. Inf. Theory},
volume = {46},
number = {5},
pages = {1709--1713},
year = {2000},
url = {https://doi.org/10.1109/TIT.2000.857785},
doi = {10.1109/TIT.2000.857785},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/SnyderHMMO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ChretienH00,
author = {St{\'{e}}phane Chr{\'{e}}tien and
Alfred O. Hero III},
title = {Kullback proximal algorithims for maximum-likelihood estimation},
journal = {{IEEE} Trans. Inf. Theory},
volume = {46},
number = {5},
pages = {1800--1810},
year = {2000},
url = {https://doi.org/10.1109/18.857792},
doi = {10.1109/18.857792},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/ChretienH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/MaLH00,
author = {Bing Ma and
Sridhar Lakshmanan and
Alfred O. Hero III},
title = {Simultaneous detection of lane and pavement boundaries using model-based
multisensor fusion},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {1},
number = {3},
pages = {135--147},
year = {2000},
url = {https://doi.org/10.1109/6979.892150},
doi = {10.1109/6979.892150},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/MaLH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/GuptaH00,
author = {Riten Gupta and
Alfred O. Hero III},
title = {Power versus performance tradeoffs for reduced resolution {LMS} adaptive
filters},
journal = {{IEEE} Trans. Signal Process.},
volume = {48},
number = {10},
pages = {2772--2784},
year = {2000},
url = {https://doi.org/10.1109/78.869027},
doi = {10.1109/78.869027},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/GuptaH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MichelFH00,
author = {Olivier J. J. Michel and
Patrick Flandrin and
Alfred O. Hero III},
title = {Automatic extraction of time-frequency skeletons with minimal spanning
trees},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing.
{ICASSP} 2000, 5-9 June, 2000, Hilton Hotel and Convention Center,
Istanbul, Turkey},
pages = {89--92},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICASSP.2000.861871},
doi = {10.1109/ICASSP.2000.861871},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MichelFH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GuptaH00,
author = {Riten Gupta and
Alfred O. Hero III},
title = {Transient behavior of fixed point {LMS} adaptation},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing.
{ICASSP} 2000, 5-9 June, 2000, Hilton Hotel and Convention Center,
Istanbul, Turkey},
pages = {376--379},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICASSP.2000.861981},
doi = {10.1109/ICASSP.2000.861981},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GuptaH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MaHGM00,
author = {Bing Ma and
Alfred O. Hero III and
John D. Gorman and
Olivier J. J. Michel},
title = {Image Registration with Minimum Spanning Tree Algorithm},
booktitle = {Proceedings of the 2000 International Conference on Image Processing,
{ICIP} 2000, Vancouver, BC, Canada, September 10-13, 2000},
pages = {481--484},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICIP.2000.901000},
doi = {10.1109/ICIP.2000.901000},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/MaHGM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/KimH00,
author = {Hyung Soo Kim and
Alfred O. Hero III},
title = {Adaptive Target Detection Across a Clutter Boundary: {GLR} and Maximally
Invariant Detectors},
booktitle = {Proceedings of the 2000 International Conference on Image Processing,
{ICIP} 2000, Vancouver, BC, Canada, September 10-13, 2000},
pages = {681--684},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICIP.2000.901050},
doi = {10.1109/ICIP.2000.901050},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/KimH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/Hadinejad-MahramH00,
author = {Hafez Hadinejad{-}Mahram and
Alfred O. Hero III},
title = {Robust {QAM} modulation classification via moment matrices},
booktitle = {The 11th {IEEE} International Symposium on Personal, Indoor and Mobile
Radio Communications, {PIMRC} 2000, London, UK, September 18-21, 2000},
pages = {133--137},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/PIMRC.2000.881405},
doi = {10.1109/PIMRC.2000.881405},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/pimrc/Hadinejad-MahramH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeroPFT99,
author = {Alfred O. Hero III and
Robinson Piramuthu and
Jeffrey A. Fessler and
Stephen R. Titus},
title = {Minimax Emission Computed Tomography using High-Resolution Anatomical
Side Information and B-Spline Models},
journal = {{IEEE} Trans. Inf. Theory},
volume = {45},
number = {3},
pages = {920--938},
year = {1999},
url = {https://doi.org/10.1109/18.761333},
doi = {10.1109/18.761333},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeroPFT99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeroM99,
author = {Alfred O. Hero III and
Olivier J. J. Michel},
title = {Asymptotic theory of greedy approximations to minimal k-point random
graphs},
journal = {{IEEE} Trans. Inf. Theory},
volume = {45},
number = {6},
pages = {1921--1938},
year = {1999},
url = {https://doi.org/10.1109/18.782114},
doi = {10.1109/18.782114},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeroM99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SharferH99,
author = {Ilan Sharfer and
Alfred O. Hero III},
title = {A maximum likelihood digital receiver using coordinate ascent and
the discrete wavelet transform},
journal = {{IEEE} Trans. Signal Process.},
volume = {47},
number = {3},
pages = {813--825},
year = {1999},
url = {https://doi.org/10.1109/78.747786},
doi = {10.1109/78.747786},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SharferH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/MichelHB99,
author = {Olivier J. J. Michel and
Alfred O. Hero III and
Anne{-}Emmanuelle Badel},
title = {Tree-structured nonlinear signal modeling and prediction},
journal = {{IEEE} Trans. Signal Process.},
volume = {47},
number = {11},
pages = {3027--3041},
year = {1999},
url = {https://doi.org/10.1109/78.796437},
doi = {10.1109/78.796437},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/MichelHB99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GuptaH99,
author = {Robby Gupta and
Alfred O. Hero III},
title = {Theoretical aspects of power reduction for adaptive filters},
booktitle = {Proceedings of the 1999 {IEEE} International Conference on Acoustics,
Speech, and Signal Processing, {ICASSP} '99, Phoenix, Arizona, USA,
March 15-19, 1999},
pages = {1245--1248},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICASSP.1999.756204},
doi = {10.1109/ICASSP.1999.756204},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GuptaH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GodavartiH99,
author = {Mahesh Godavarti and
Alfred O. Hero III},
title = {Stability bounds on step-size for the partial update {LMS} algorithm},
booktitle = {Proceedings of the 1999 {IEEE} International Conference on Acoustics,
Speech, and Signal Processing, {ICASSP} '99, Phoenix, Arizona, USA,
March 15-19, 1999},
pages = {1677--1680},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICASSP.1999.756315},
doi = {10.1109/ICASSP.1999.756315},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GodavartiH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/Hero99,
author = {Alfred O. Hero III},
title = {On the Problem of Granulometry for a Degraded Boolean Image Model},
booktitle = {Proceedings of the 1999 International Conference on Image Processing,
{ICIP} '99, Kobe, Japan, October 24-28, 1999},
pages = {16--20},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/ICIP.1999.822846},
doi = {10.1109/ICIP.1999.822846},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/Hero99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MaLH99,
author = {Bing Ma and
Sridhar Lakshmanan and
Alfred O. Hero III},
title = {Road and Lane Edge Detection with Multisensor Fusion Methods},
booktitle = {Proceedings of the 1999 International Conference on Image Processing,
{ICIP} '99, Kobe, Japan, October 24-28, 1999},
pages = {686--690},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/ICIP.1999.822983},
doi = {10.1109/ICIP.1999.822983},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/MaLH99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mssp/WilliamsZNH98,
author = {William J. Williams and
Eugene J. Zalubas and
Robert M. Nickel and
Alfred O. Hero III},
title = {Scale and Translation Invariant Methods for Enhanced Time-Frequency
Pattern Recognition},
journal = {Multidimens. Syst. Signal Process.},
volume = {9},
number = {4},
pages = {465--473},
year = {1998},
url = {https://doi.org/10.1023/A\%3A1008447517147},
doi = {10.1023/A\%3A1008447517147},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mssp/WilliamsZNH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/HeroMGTAGSTNSCT98,
author = {Alfred O. Hero III and
Hagit Messer and
Janina Goldberg and
David J. Thomson and
Moeness G. Amin and
Georgios B. Giannakis and
Ananthram Swami and
Jitendra K. Tugnait and
Arye Nehorai and
A. Lee Swindlehurst and
Jean{-}Fran{\c{c}}ois Cardoso and
Lang Tong and
Jeffrey L. Krolik},
title = {Highlights of statistical signal and array processing},
journal = {{IEEE} Signal Process. Mag.},
volume = {15},
number = {5},
pages = {21--64},
year = {1998},
url = {https://doi.org/10.1109/79.708539},
doi = {10.1109/79.708539},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/HeroMGTAGSTNSCT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/GoeckelHS98,
author = {Dennis Goeckel and
Alfred O. Hero III and
Wayne E. Stark},
title = {Data-recursive algorithms for blind channel identification in oversampled
communication systems},
journal = {{IEEE} Trans. Signal Process.},
volume = {46},
number = {8},
pages = {2217--2220},
year = {1998},
url = {https://doi.org/10.1109/78.705439},
doi = {10.1109/78.705439},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/GoeckelHS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PiramuthuH98,
author = {Robinson Piramuthu and
Alfred O. Hero III},
title = {Penalized maximum likelihood image reconstruction with min-max incorporation
of noisy side information},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Acoustics,
Speech and Signal Processing, {ICASSP} '98, Seattle, Washington, USA,
May 12-15, 1998},
pages = {2865--2868},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICASSP.1998.678123},
doi = {10.1109/ICASSP.1998.678123},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PiramuthuH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HeroH98,
author = {Alfred O. Hero III and
Hafez Hadinejad{-}Mahram},
title = {Digital modulation classification using power moment matrices},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Acoustics,
Speech and Signal Processing, {ICASSP} '98, Seattle, Washington, USA,
May 12-15, 1998},
pages = {3285--3288},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICASSP.1998.679566},
doi = {10.1109/ICASSP.1998.679566},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HeroH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/PiramuthuH98,
author = {Robinson Piramuthu and
Alfred O. Hero III},
title = {Side Information Averaging Method for {PML} Emission Tomography},
booktitle = {Proceedings of the 1998 {IEEE} International Conference on Image Processing,
ICIP-98, Chicago, Illinois, USA, October 4-7, 1998},
pages = {671--675},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICIP.1998.723614},
doi = {10.1109/ICIP.1998.723614},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/PiramuthuH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HeroUSF97,
author = {Alfred O. Hero III and
Mohammad Usman and
Anne C. Sauve and
Jeffrey A. Fessler},
title = {Recursive algorithms for computing the Cramer-Rao bound},
journal = {{IEEE} Trans. Signal Process.},
volume = {45},
number = {3},
pages = {803--807},
year = {1997},
url = {https://doi.org/10.1109/78.558511},
doi = {10.1109/78.558511},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/HeroUSF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TitusHF97,
author = {Stephen R. Titus and
Alfred O. Hero III and
Jeffrey A. Fessler},
title = {Penalized likelihood emission image reconstruction with uncertain
boundary information},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {2813--2816},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.595374},
doi = {10.1109/ICASSP.1997.595374},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TitusHF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HeroZR97,
author = {Alfred O. Hero III and
Yong Zhang and
W. Leslie Rogers},
title = {Tomographic feature detection and classification using parallelotope
bounded error estimation},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {2849--2852},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.595383},
doi = {10.1109/ICASSP.1997.595383},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/HeroZR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZalubasOWH97,
author = {Eugene J. Zalubas and
Jeffrey C. O'Neill and
William J. Williams and
Alfred O. Hero III},
title = {Shift and scale invariant detection},
booktitle = {1997 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '97, Munich, Germany, April 21-24, 1997},
pages = {3637--3640},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICASSP.1997.604654},
doi = {10.1109/ICASSP.1997.604654},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ZalubasOWH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HeroOW97,
author = {Alfred O. Hero III and
J. O'Neill and
William J. Williams},
title = {Moment Matrices for Recognition of Spatial Pattern in Noisy Images},
booktitle = {Proceedings 1997 International Conference on Image Processing, {ICIP}
'97, Santa Barbara, California, USA, October 26-29, 1997},
pages = {378--381},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICIP.1997.638783},
doi = {10.1109/ICIP.1997.638783},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/HeroOW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/HeroG97,
author = {Alfred O. Hero III and
Christophe Guillouet},
title = {Robust detection of {SAR/IR} targets via invariance},
booktitle = {Proceedings 1997 International Conference on Image Processing, {ICIP}
'97, Santa Barbara, California, USA, October 26-29, 1997},
pages = {472--475},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICIP.1997.632160},
doi = {10.1109/ICIP.1997.632160},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/HeroG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MaLH97,
author = {Bing Ma and
Sridhar Lakshmanan and
Alfred O. Hero III},
title = {Detection of Curved Road Edges in Radar Images Via Deformable Templates},
booktitle = {Proceedings 1997 International Conference on Image Processing, {ICIP}
'97, Santa Barbara, California, USA, October 26-29, 1997},
pages = {857--860},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/ICIP.1997.648101},
doi = {10.1109/ICIP.1997.648101},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/MaLH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HeroFU96,
author = {Alfred O. Hero III and
Jeffrey A. Fessler and
Mohammad Usman},
title = {Exploring estimator bias-variance tradeoffs using the uniform {CR}
bound},
journal = {{IEEE} Trans. Signal Process.},
volume = {44},
number = {8},
pages = {2026--2041},
year = {1996},
url = {https://doi.org/10.1109/78.533723},
doi = {10.1109/78.533723},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/HeroFU96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SharferH96,
author = {Ilan Sharfer and
Alfred O. Hero III},
title = {A maximum likelihood {CDMA} receiver using the {EM} algorithm and
the discrete wavelet transform},
booktitle = {1996 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing Conference Proceedings, {ICASSP} '96, Atlanta, Georgia,
USA, May 7-10, 1996},
pages = {2654--2657},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/ICASSP.1996.548010},
doi = {10.1109/ICASSP.1996.548010},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/SharferH96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ONeillHW96,
author = {Jeffrey C. O'Neill and
Alfred O. Hero III and
William J. Williams},
title = {Word spotting via spatial point processes},
booktitle = {Proceedings 1996 International Conference on Image Processing, Lausanne,
Switzerland, September 16-19, 1996},
pages = {217--220},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/ICIP.1996.560733},
doi = {10.1109/ICIP.1996.560733},
timestamp = {Fri, 13 Aug 2021 09:26:01 +0200},
biburl = {https://dblp.org/rec/conf/icip/ONeillHW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TitusHF96,
author = {Stephen R. Titus and
Alfred O. Hero III and
Jeffrey A. Fessler},
title = {Improved penalized likelihood reconstruction of anatomically correlated
emission data},
booktitle = {Proceedings 1996 International Conference on Image Processing, Lausanne,
Switzerland, September 16-19, 1996},
pages = {749--752},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/ICIP.1996.561006},
doi = {10.1109/ICIP.1996.561006},
timestamp = {Thu, 25 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/TitusHF96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/FesslerH95,
author = {Jeffrey A. Fessler and
Alfred O. Hero III},
title = {Penalized maximum-likelihood image reconstruction using space-alternating
generalized {EM} algorithms},
journal = {{IEEE} Trans. Image Process.},
volume = {4},
number = {10},
pages = {1417--1429},
year = {1995},
url = {https://doi.org/10.1109/83.465106},
doi = {10.1109/83.465106},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/FesslerH95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BaygunH95,
author = {B{\"{u}}lent Bayg{\"{u}}n and
Alfred O. Hero III},
title = {Optimal simultaneous detection and estimation under a false alarm
constraint},
journal = {{IEEE} Trans. Inf. Theory},
volume = {41},
number = {3},
pages = {688--703},
year = {1995},
url = {https://doi.org/10.1109/18.382015},
doi = {10.1109/18.382015},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/BaygunH95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MichelH95,
author = {Olivier J. J. Michel and
Alfred O. Hero III},
title = {Tree structured non-linear signal modeling and prediction},
booktitle = {1995 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '95, Detroit, Michigan, USA, May 08-12, 1995},
pages = {1689--1692},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/ICASSP.1995.479930},
doi = {10.1109/ICASSP.1995.479930},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MichelH95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SharferH95,
author = {Ilan Sharfer and
Alfred O. Hero III},
title = {Spread spectrum sequence estimation and bit synchronization using
an EM-type algorithm},
booktitle = {1995 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '95, Detroit, Michigan, USA, May 08-12, 1995},
pages = {1864--1867},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/ICASSP.1995.480188},
doi = {10.1109/ICASSP.1995.480188},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/SharferH95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TitusHF95,
author = {Stephen R. Titus and
Alfred O. Hero III and
Jeffrey A. Fessler},
title = {{NMR} object boundaries: B-spline modeling and estimator performance},
booktitle = {1995 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '95, Detroit, Michigan, USA, May 08-12, 1995},
pages = {2423--2426},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/ICASSP.1995.479982},
doi = {10.1109/ICASSP.1995.479982},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TitusHF95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeroF94,
author = {Alfred O. Hero III and
Jeffrey A. Fessler},
title = {A recursive algorithm for computing Cramer-Rao- type bounds on estimator
covariance},
journal = {{IEEE} Trans. Inf. Theory},
volume = {40},
number = {4},
pages = {1205--1210},
year = {1994},
url = {https://doi.org/10.1109/18.335955},
doi = {10.1109/18.335955},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeroF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ChiaoRCFH94,
author = {Ping{-}Chun Chiao and
W. Leslie Rogers and
Neal H. Clinthorne and
Jeffrey A. Fessler and
Alfred O. Hero III},
title = {Model-based estimation for dynamic cardiac studies using {ECT}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {13},
number = {2},
pages = {217--226},
year = {1994},
url = {https://doi.org/10.1109/42.293914},
doi = {10.1109/42.293914},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ChiaoRCFH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ChiaoRFCH94,
author = {Ping{-}Chun Chiao and
W. Leslie Rogers and
Jeffrey A. Fessler and
Neal H. Clinthorne and
Alfred O. Hero III},
title = {Model-based estimation with boundary side information or boundary
regularization [cardiac emission {CT]}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {13},
number = {2},
pages = {227--234},
year = {1994},
url = {https://doi.org/10.1109/42.293915},
doi = {10.1109/42.293915},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ChiaoRFCH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/AntoniadisH94,
author = {Nikolaos Antoniadis and
Alfred O. Hero III},
title = {Time-delay estimation for filtered Poisson processes using an EM-type
algorithm},
journal = {{IEEE} Trans. Signal Process.},
volume = {42},
number = {8},
pages = {2112--2123},
year = {1994},
url = {https://doi.org/10.1109/78.301846},
doi = {10.1109/78.301846},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/AntoniadisH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/FesslerH94,
author = {Jeffrey A. Fessler and
Alfred O. Hero III},
title = {Space-alternating generalized expectation-maximization algorithm},
journal = {{IEEE} Trans. Signal Process.},
volume = {42},
number = {10},
pages = {2664--2677},
year = {1994},
url = {https://doi.org/10.1109/78.324732},
doi = {10.1109/78.324732},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/FesslerH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/UsmanH94,
author = {Mohammad Usman and
Alfred O. Hero III},
title = {Recursive {CR} bounds: algebraic and statistical acceleration},
booktitle = {Proceedings of {ICASSP} '94: {IEEE} International Conference on Acoustics,
Speech and Signal Processing, Adelaide, South Australia, Australia,
April 19-22, 1994},
pages = {5--8},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICASSP.1994.389863},
doi = {10.1109/ICASSP.1994.389863},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/UsmanH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BrownWH94,
author = {Mark L. Brown and
William J. Williams and
Alfred O. Hero III},
title = {Non-orthogonal Gabor representation of biological signals},
booktitle = {Proceedings of {ICASSP} '94: {IEEE} International Conference on Acoustics,
Speech and Signal Processing, Adelaide, South Australia, Australia,
April 19-22, 1994},
pages = {305--308},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICASSP.1994.389742},
doi = {10.1109/ICASSP.1994.389742},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BrownWH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangHR94,
author = {Yong Zhang and
Alfred O. Hero III and
W. Leslie Rogers},
title = {Simultaneous confidence intervals for image reconstruction problems},
booktitle = {Proceedings of {ICASSP} '94: {IEEE} International Conference on Acoustics,
Speech and Signal Processing, Adelaide, South Australia, Australia,
April 19-22, 1994},
pages = {317--320},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICASSP.1994.389468},
doi = {10.1109/ICASSP.1994.389468},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ZhangHR94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/UsmanHF94,
author = {Mohammad Usman and
Alfred O. Hero III and
Jeffrey A. Fessler},
title = {Bias-Variance Tradeoffs Analysis using Uniform {CR} Bound for Images},
booktitle = {Proceedings 1994 International Conference on Image Processing, Austin,
Texas, USA, November 13-16, 1994},
pages = {835--839},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICIP.1994.413688},
doi = {10.1109/ICIP.1994.413688},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/UsmanHF94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FesslerH93,
author = {Jeffrey A. Fessler and
Alfred O. Hero III},
title = {Complete-data spaces and generalized {EM} algorithms},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '93, Minneapolis, Minnesota, USA, April 27-30, 1993},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://doi.ieeecomputersociety.org/10.1109/ICASSP.1993.319579},
doi = {10.1109/ICASSP.1993.319579},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/FesslerH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DeLapH93,
author = {R. A. DeLap and
Alfred O. Hero III},
title = {A new method for adaptive wideband beamforming},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '93, Minneapolis, Minnesota, USA, April 27-30, 1993},
pages = {348--351},
publisher = {{IEEE} Computer Society},
year = {1993},
url = {https://doi.ieeecomputersociety.org/10.1109/ICASSP.1993.319666},
doi = {10.1109/ICASSP.1993.319666},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DeLapH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/KakaralaH92,
author = {Ramakrishna Kakarala and
Alfred O. Hero III},
title = {On Achievable Accuracy in Edge Localization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {14},
number = {7},
pages = {777--781},
year = {1992},
url = {https://doi.org/10.1109/34.142913},
doi = {10.1109/34.142913},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/KakaralaH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AntoniadisH92,
author = {Nikolaos Antoniadis and
Alfred O. Hero III},
title = {Time delay estimation for filtered Poisson processes using an EM-type
algorithm},
booktitle = {1992 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '92, San Francisco, California, USA, March 23-26,
1992},
pages = {289--292},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ICASSP.1992.226626},
doi = {10.1109/ICASSP.1992.226626},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AntoniadisH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BaygunH92,
author = {B{\"{u}}lent Bayg{\"{u}}n and
Alfred O. Hero III},
title = {Further results on tradeoffs between detection and estimation},
booktitle = {1992 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '92, San Francisco, California, USA, March 23-26,
1992},
pages = {453--456},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ICASSP.1992.226022},
doi = {10.1109/ICASSP.1992.226022},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BaygunH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DeLapH92,
author = {R. A. DeLap and
Alfred O. Hero III},
title = {A new criterion for adaptive beamsumming},
booktitle = {1992 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '92, San Francisco, California, USA, March 23-26,
1992},
pages = {461--464},
publisher = {{IEEE} Computer Society},
year = {1992},
url = {https://doi.org/10.1109/ICASSP.1992.226336},
doi = {10.1109/ICASSP.1992.226336},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DeLapH92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Hero91,
author = {Alfred O. Hero III},
title = {Timing estimation for a filtered Poisson process in Gaussian noise},
journal = {{IEEE} Trans. Inf. Theory},
volume = {37},
number = {1},
pages = {92--106},
year = {1991},
url = {https://doi.org/10.1109/18.61107},
doi = {10.1109/18.61107},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Hero91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BaygunH91,
author = {B{\"{u}}lent Bayg{\"{u}}n and
Alfred O. Hero III},
title = {Tradeoffs between detection and estimation for multiple signals},
booktitle = {1991 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '91, Toronto, Ontario, Canada, May 14-17, 1991},
pages = {1317--1320},
publisher = {{IEEE} Computer Society},
year = {1991},
url = {https://doi.org/10.1109/ICASSP.1991.150651},
doi = {10.1109/ICASSP.1991.150651},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BaygunH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GormanH91,
author = {John D. Gorman and
Alfred O. Hero III},
title = {On the application of Cramer-Rao type lower bounds for constrained
estimation},
booktitle = {1991 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '91, Toronto, Ontario, Canada, May 14-17, 1991},
pages = {1333--1336},
publisher = {{IEEE} Computer Society},
year = {1991},
url = {https://doi.org/10.1109/ICASSP.1991.150659},
doi = {10.1109/ICASSP.1991.150659},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/GormanH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KakaralaH91,
author = {Ramakrishna Kakarala and
Alfred O. Hero III},
title = {On achievable accuracy in edge localization},
booktitle = {1991 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '91, Toronto, Ontario, Canada, May 14-17, 1991},
pages = {2545--2548},
publisher = {{IEEE} Computer Society},
year = {1991},
url = {https://doi.org/10.1109/ICASSP.1991.150920},
doi = {10.1109/ICASSP.1991.150920},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KakaralaH91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/GormanH90,
author = {John D. Gorman and
Alfred O. Hero III},
title = {Lower bounds for parametric estimation with constraints},
journal = {{IEEE} Trans. Inf. Theory},
volume = {36},
number = {6},
pages = {1285--1301},
year = {1990},
url = {https://doi.org/10.1109/18.59929},
doi = {10.1109/18.59929},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/GormanH90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HeroK90,
author = {Alfred O. Hero III and
Joongkyu Kim},
title = {Simultaneous signal detection and classification under a false alarm
constraint},
booktitle = {1990 International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '90, Albuquerque, New Mexico, USA, April 3-6, 1990},
pages = {2759--2762},
publisher = {{IEEE}},
year = {1990},
url = {https://doi.org/10.1109/ICASSP.1990.116197},
doi = {10.1109/ICASSP.1990.116197},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HeroK90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Hero89,
author = {Alfred O. Hero III},
title = {Lower bounds on estimator performance for energy-invariant parameters
of multidimensional Poisson processes},
journal = {{IEEE} Trans. Inf. Theory},
volume = {35},
number = {4},
pages = {843--858},
year = {1989},
url = {https://doi.org/10.1109/18.32161},
doi = {10.1109/18.32161},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Hero89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShaoH89,
author = {Lingxiong Shao and
Alfred O. Hero III},
title = {Information optimization of projective tomographic imaging systems},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '89, Glasgow, Scotland, May 23-26, 1989},
pages = {1464--1467},
publisher = {{IEEE}},
year = {1989},
url = {https://doi.org/10.1109/ICASSP.1989.266716},
doi = {10.1109/ICASSP.1989.266716},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShaoH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KimH89,
author = {Joongkyu Kim and
Alfred O. Hero III},
title = {Error intensity measures for multi-parameter tracking and passive
bearing estimation},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '89, Glasgow, Scotland, May 23-26, 1989},
pages = {2641--2644},
publisher = {{IEEE}},
year = {1989},
url = {https://doi.org/10.1109/ICASSP.1989.267010},
doi = {10.1109/ICASSP.1989.267010},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KimH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HeroS88,
author = {Alfred O. Hero III and
Stuart C. Schwartz},
title = {Poisson models and mean-squared error for correlator estimators of
time delay},
journal = {{IEEE} Trans. Inf. Theory},
volume = {34},
number = {2},
pages = {287--303},
year = {1988},
url = {https://doi.org/10.1109/18.2637},
doi = {10.1109/18.2637},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HeroS88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Hero88,
author = {Alfred O. Hero III},
title = {Time delay estimation for Poisson derived processes},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '88, New York, New York, USA, April 11-14, 1988},
pages = {2614--2617},
publisher = {{IEEE}},
year = {1988},
url = {https://doi.org/10.1109/ICASSP.1988.197182},
doi = {10.1109/ICASSP.1988.197182},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Hero88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Hero87,
author = {Alfred O. Hero III},
title = {Applications of error intensity measures to bearing estimation},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '87, Dallas, Texas, USA, April 6-9, 1987},
pages = {443--446},
publisher = {{IEEE}},
year = {1987},
url = {https://doi.org/10.1109/ICASSP.1987.1169633},
doi = {10.1109/ICASSP.1987.1169633},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/Hero87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Hero86,
author = {Alfred O. Hero III},
title = {Radar data processing: Vol. I-Introduction and tracking},
journal = {{IEEE} Trans. Acoust. Speech Signal Process.},
volume = {34},
number = {5},
pages = {1350--1351},
year = {1986},
url = {https://doi.org/10.1109/TASSP.1986.1164939},
doi = {10.1109/TASSP.1986.1164939},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/Hero86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HeroS85,
author = {Alfred O. Hero III and
Stuart C. Schwartz},
title = {A new generalized cross correlator},
journal = {{IEEE} Trans. Acoust. Speech Signal Process.},
volume = {33},
number = {1},
pages = {38--45},
year = {1985},
url = {https://doi.org/10.1109/TASSP.1985.1164515},
doi = {10.1109/TASSP.1985.1164515},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/HeroS85.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HeroS84,
author = {Alfred O. Hero III and
Stuart C. Schwartz},
title = {Alternatives to the generalized cross correlater for time delay estimation},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '84, San Diego, California, USA, March 19-21, 1984},
pages = {624--627},
publisher = {{IEEE}},
year = {1984},
url = {https://doi.org/10.1109/ICASSP.1984.1172292},
doi = {10.1109/ICASSP.1984.1172292},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HeroS84.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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