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ORCIDAlfred O. Hero III
Alfred Olivier Hero – Al Hero
Person information
- affiliation: University of Michigan, Department of Electrical Engineering and Computer Science, Ann Arbor, MI, USA
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2020 – today
- 2023
[j207]Yun Wei, Bala Rajaratnam, Alfred O. Hero III
:
A Unified Framework for Correlation Mining in Ultra-High Dimension. IEEE Trans. Inf. Theory 69(1): 334-382 (2023)- [i148]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Federated Coded Matrix Inversion. CoRR abs/2301.03539 (2023) - [i147]Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III:
Robustness-preserving Lifelong Learning via Dataset Condensation. CoRR abs/2303.04183 (2023) - [i146]Neophytos Charalambides, Alfred O. Hero III:
Graph Sparsification by Approximate Matrix Multiplication. CoRR abs/2304.08581 (2023) - [i145]Zeyu Sun, Dogyoon Song, Alfred O. Hero III:
Minimum-Risk Recalibration of Classifiers. CoRR abs/2305.10886 (2023) - 2022
- [j206]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III:
RAILS: A Robust Adversarial Immune-Inspired Learning System. IEEE Access 10: 22061-22078 (2022) - [j205]Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III:
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. IEEE Access 10: 103074-103088 (2022) - [j204]Mayank Baranwal, Abram Magner, Jacob Saldinger, Emine S. Turali-Emre, Paolo Elvati, Shivani Kozarekar, J. Scott Vanepps, Nicholas A. Kotov, Angela Violi, Alfred O. Hero III:
Struct2Graph: a graph attention network for structure based predictions of protein-protein interactions. BMC Bioinform. 23(1): 370 (2022) - [j203]Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III:
A Pattern Dictionary Method for Anomaly Detection. Entropy 24(8): 1095 (2022) - [j202]Yu Wang, Zeyu Sun, Alfred O. Hero III:
TensorGraphicalModels: A Julia toolbox for multiway covariance models and ensemble Kalman filter. Softw. Impacts 13: 100308 (2022) - [j201]Abram Magner, Mayank Baranwal, Alfred O. Hero III:
Fundamental Limits of Deep Graph Convolutional Networks for Graph Classification. IEEE Trans. Inf. Theory 68(5): 3218-3233 (2022) - [j200]Lin Zhou, Yun Wei, Alfred O. Hero III:
Second-Order Asymptotically Optimal Outlier Hypothesis Testing. IEEE Trans. Inf. Theory 68(6): 3585-3607 (2022) - [j199]Lin Zhou, Lin Bai, Alfred Olivier Hero:
Resolution Limits of Non-Adaptive 20 Questions Search for Multiple Targets. IEEE Trans. Inf. Theory 68(8): 4964-4982 (2022) - [c274]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Secure Linear MDS Coded Matrix Inversion. Allerton 2022: 1-8 - [c273]Benjamin D. Robinson, Robert P. Malinas, Van Latimer, Beth Bjorkman Morrison, Alfred O. Hero III:
An Improvement on the Hotelling $T^{2}$ Test Using the Ledoit-Wolf Nonlinear Shrinkage Estimator. EUSIPCO 2022: 2106-2110 - [c272]Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III:
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. FUSION 2022: 1-8 - [c271]Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III:
Orthonormal Sketches for Secure Coded Regression. ISIT 2022: 826-831 - [c270]Lin Zhou, Yun Wei, Alfred O. Hero III:
Asymptotics for Outlier Hypothesis Testing. ISIT 2022: 3303-3308 - [c269]Byoungwook Jang, Julia Nepper, Marc Chevrette, Jo Handelsman, Alfred O. Hero III:
High Dimensional Stochastic Linear Contextual Bandit with Missing Covariates. MLSP 2022: 1-6 - [i144]Neophytos Charalambides, Hessam Mahdavifar, Mert Pilanci, Alfred O. Hero III:
Orthonormal Sketches for Secure Coded Regression}. CoRR abs/2201.08522 (2022) - [i143]Lin Zhou, Yun Wei, Alfred O. Hero III:
Asymptotics for Outlier Hypothesis Testing. CoRR abs/2201.09200 (2022) - [i142]Zeyu Sun, Monica G. Bobra, Xiantong Wang, Yu Wang, Hu Sun, Tamas Gombosi, Yang Chen, Alfred Olivier Hero:
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data. CoRR abs/2204.03710 (2022) - [i141]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive 20 Questions Search for a Moving Target. CoRR abs/2206.08884 (2022) - [i140]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Secure Linear MDS Coded Matrix Inversion. CoRR abs/2207.06271 (2022) - [i139]Byoungwook Jang, Julia Nepper, Marc Chevrette, Jo Handelsman, Alfred O. Hero III:
High dimensional stochastic linear contextual bandit with missing covariates. CoRR abs/2207.11165 (2022) - [i138]Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III:
Uncertain Bayesian Networks: Learning from Incomplete Data. CoRR abs/2208.04221 (2022) - [i137]Conrad D. Hougen, Lance M. Kaplan, Magdalena Ivanovska, Federico Cerutti, Kumar Vijay Mishra, Alfred O. Hero III:
SOLBP: Second-Order Loopy Belief Propagation for Inference in Uncertain Bayesian Networks. CoRR abs/2208.07368 (2022) - 2021
- [j198]Mayank Baranwal, Kunal Garg, Dimitra Panagou, Alfred O. Hero III:
Robust Distributed Fixed-Time Economic Dispatch Under Time-Varying Topology. IEEE Control. Syst. Lett. 5(4): 1183-1188 (2021) - [j197]Morteza Noshad, Jerome Choi, Yuming Sun, Alfred O. Hero III, Ivo D. Dinov:
A data value metric for quantifying information content and utility. J. Big Data 8(1): 82 (2021) - [j196]Hagit Messer, Arye Nehorai, Jeffrey L. Krolik, José M. F. Moura, Al Hero, Joseph Tabrikian:
In Remembrance of Peter Schultheiss [In Memoriam]. IEEE Signal Process. Mag. 38(3): 10 (2021) - [j195]Xichen She, Yaya Zhai, Ricardo Henao, Christopher W. Woods, Christopher Chiu, Geoffrey S. Ginsburg, Peter X. K. Song, Alfred O. Hero III:
Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes. IEEE Trans. Biomed. Eng. 68(8): 2377-2388 (2021) - [j194]Lin Zhou, Alfred O. Hero III:
Resolution Limits for the Noisy Non-Adaptive 20 Questions Problem. IEEE Trans. Inf. Theory 67(4): 2055-2073 (2021) - [j193]Kevin R. Moon, Kumar Sricharan, Alfred O. Hero III:
Ensemble Estimation of Generalized Mutual Information With Applications to Genomics. IEEE Trans. Inf. Theory 67(9): 5963-5996 (2021) - [j192]Benjamin D. Robinson, Robert P. Malinas, Alfred O. Hero III:
Space-Time Adaptive Detection at Low Sample Support. IEEE Trans. Signal Process. 69: 2939-2954 (2021) - [j191]Yasin Yilmaz, Mehmet Aktukmak, Alfred O. Hero III:
Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets Via Generative Models. IEEE Trans. Signal Process. 69: 5175-5188 (2021) - [c268]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Approximate Weighted C R Coded Matrix Multiplication. ICASSP 2021: 5095-5099 - [c267]Lin Zhou, Alfred Olivier Hero:
Resolution Limits of 20 Questions Search Strategies for Moving Targets. ICASSP 2021: 5210-5214 - [c266]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Data Discovery Using Lossless Compression-Based Sparse Representation. ICASSP 2021: 5539-5543 - [c265]Yu Wang, Alfred Olivier Hero:
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model. ICML 2021: 10783-10793 - [c264]Lin Zhou, Alfred O. Hero III:
Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem. ISIT 2021: 784-789 - [c263]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive 20 Questions Estimation for Multiple Targets. ISIT 2021: 790-795 - [c262]Lin Zhou, Alfred O. Hero III, Yun Wei:
Second-Order Asymptotically Optimal Outlying Sequence Detection with Reject Option. ITW 2021: 1-6 - [c261]Conrad D. Hougen, Lance M. Kaplan, Federico Cerutti, Alfred O. Hero III:
Uncertain Bayesian Networks: Learning from Incomplete Data. MLSP 2021: 1-6 - [i136]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive 20 Questions Search for Multiple Targets. CoRR abs/2101.06843 (2021) - [i135]Lin Zhou, Alfred Olivier Hero:
Resolution Limits of 20 Questions Search Strategies for Moving Targets. CoRR abs/2103.08097 (2021) - [i134]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Data Discovery Using Lossless Compression-Based Sparse Representation. CoRR abs/2103.08765 (2021) - [i133]Lin Zhou, Alfred O. Hero III:
Achievable Resolution Limits for the Noisy Adaptive 20 Questions Problem. CoRR abs/2105.00265 (2021) - [i132]Yu Wang, Alfred O. Hero III:
SG-PALM: a Fast Physically Interpretable Tensor Graphical Model. CoRR abs/2105.12271 (2021) - [i131]Ren Wang, Tianqi Chen, Philip Yao, Sijia Liu, Indika Rajapakse, Alfred O. Hero III:
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense. CoRR abs/2106.14300 (2021) - [i130]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred O. Hero III:
RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR abs/2107.02840 (2021) - [i129]Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Indika Rajapakse, Alfred Olivier Hero:
Immuno-mimetic Deep Neural Networks (Immuno-Net). CoRR abs/2107.02842 (2021) - [i128]Yasin Yilmaz, Mehmet Aktukmak, Alfred O. Hero III:
Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets via Generative Models. CoRR abs/2108.12445 (2021) - [i127]Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III:
Numerically Stable Binary Coded Computations. CoRR abs/2109.10484 (2021) - [i126]Ren Wang, Zhe Xu, Alfred O. Hero III:
Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning. CoRR abs/2110.03106 (2021) - [i125]Yu Wang, Alfred O. Hero III:
Multiway Ensemble Kalman Filter. CoRR abs/2112.04322 (2021) - [i124]Davoud Ataee Tarzanagh, Laura Balzano, Alfred O. Hero III:
Fair Structure Learning in Heterogeneous Graphical Models. CoRR abs/2112.05128 (2021) - 2020
- [j190]Mayank Baranwal, Abram Magner, Paolo Elvati, Jacob Saldinger, Angela Violi, Alfred O. Hero III:
A deep learning architecture for metabolic pathway prediction. Bioinform. 36(8): 2547-2553 (2020) - [j189]Raymond H. Chan, Albert Cohen, Jalal Fadili, Alfred O. Hero III, Gabriele Steidl:
Guest Editorial: Special Issue in Memory of Mila Nikolova. J. Math. Imaging Vis. 62(6-7): 771-772 (2020) - [j188]Joel W. LeBlanc, Brian J. Thelen, Alfred O. Hero III:
Testing that a Local Optimum of the Likelihood is Globally Optimum Using Reparameterized Embeddings. J. Math. Imaging Vis. 62(6-7): 858-871 (2020) - [j187]Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney:
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications. IEEE Signal Process. Mag. 37(5): 43-54 (2020) - [j186]Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero III:
Learning to Bound the Multi-Class Bayes Error. IEEE Trans. Signal Process. 68: 3793-3807 (2020) - [c260]Yu Wang, Byoungwook Jang, Alfred O. Hero III:
The Sylvester Graphical Lasso (SyGlasso). AISTATS 2020: 1943-1953 - [c259]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Weighted Gradient Coding with Leverage Score Sampling. ICASSP 2020: 5215-5219 - [c258]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Pattern-Based Analysis of Time Series: Estimation. ISIT 2020: 1236-1241 - [c257]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive Querying for Noisy 20 Questions Estimation. ISIT 2020: 2167-2172 - [c256]Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III:
Numerically Stable Binary Gradient Coding. ISIT 2020: 2622-2627 - [c255]Abram Magner, Mayank Baranwal, Alfred O. Hero III:
The Power of Graph Convolutional Networks to Distinguish Random Graph Models. ISIT 2020: 2664-2669 - [i123]Neophytos Charalambides, Hessam Mahdavifar, Alfred O. Hero III:
Numerically Stable Binary Gradient Coding. CoRR abs/2001.11449 (2020) - [i122]Yu Wang, Byoungwook Jang, Alfred O. Hero III:
The Sylvester Graphical Lasso (SyGlasso). CoRR abs/2002.00288 (2020) - [i121]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Weighted Gradient Coding with Leverage Score Sampling. CoRR abs/2002.02291 (2020) - [i120]Abram Magner, Mayank Baranwal, Alfred O. Hero III:
The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version. CoRR abs/2002.05678 (2020) - [i119]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Straggler Robust Distributed Matrix Inverse Approximation. CoRR abs/2003.02948 (2020) - [i118]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Non-Adaptive Querying for Noisy 20 Questions Estimation. CoRR abs/2004.07231 (2020) - [i117]Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III:
Pattern-Based Analysis of Time Series: Estimation. CoRR abs/2005.00926 (2020) - [i116]Sijia Liu, Pin-Yu Chen, Bhavya Kailkhura, Gaoyuan Zhang, Alfred O. Hero III, Pramod K. Varshney:
A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning. CoRR abs/2006.06224 (2020) - [i115]Lin Zhou, Yun Wei, Alfred O. Hero III:
Second-Order Asymptotically Optimal Universal Outlying Sequence Detection with Reject Option. CoRR abs/2009.03505 (2020) - [i114]Ekdeep Singh Lubana, Puja Trivedi, Conrad D. Hougen, Robert P. Dick, Alfred O. Hero III:
OrthoReg: Robust Network Pruning Using Orthonormality Regularization. CoRR abs/2009.05014 (2020) - [i113]Neophytos Charalambides, Mert Pilanci, Alfred O. Hero III:
Approximate Weighted CR Coded Matrix Multiplication. CoRR abs/2011.09709 (2020) - [i112]Ren Wang, Tianqi Chen, Stephen Lindsly, Alnawaz Rehemtulla, Alfred O. Hero III, Indika Rajapakse:
RAILS: A Robust Adversarial Immune-inspired Learning System. CoRR abs/2012.10485 (2020)
2010 – 2019
- 2019
- [j185]Inyong Yun, Cheolkon Jung, Xinran Wang, Alfred O. Hero III, Joongkyu Kim:
Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment. IEEE Access 7: 23027-23037 (2019) - [j184]Lin Zhou, Alfred O. Hero III:
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. Entropy 21(4): 410 (2019) - [j183]Salimeh Yasaei Sekeh, Alfred O. Hero III:
Geometric Estimation of Multivariate Dependency. Entropy 21(8): 787 (2019) - [j182]Salimeh Yasaei Sekeh, Morteza Noshad, Kevin R. Moon, Alfred O. Hero III:
Convergence Rates for Empirical Estimation of Binary Classification Bounds. Entropy 21(12): 1144 (2019) - [j181]Pin-Yu Chen, Chun-Chen Tu, Pai-Shun Ting, Ya-Yun Lo, Danai Koutra, Alfred O. Hero III:
Identifying Influential Links for Event Propagation on Twitter: A Network of Networks Approach. IEEE Trans. Signal Inf. Process. over Networks 5(1): 139-151 (2019) - [j180]Elizabeth Hou, Yasin Yilmaz, Alfred O. Hero III:
Anomaly Detection in Partially Observed Traffic Networks. IEEE Trans. Signal Process. 67(6): 1461-1476 (2019) - [j179]Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar:
Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization. IEEE Trans. Signal Process. 67(24): 6256-6269 (2019) - [c254]Byoungwook Jang, Alfred O. Hero III:
Minimum Volume Topic Modeling. AISTATS 2019: 3013-3021 - [c253]Brandon Oselio, Alfred O. Hero III, Amir Sadeghian, Silvio Savarese:
Time-Varying Interaction Estimation Using Ensemble Methods. DSW 2019: 69-75 - [c252]Morteza Noshad, Yu Zeng, Alfred O. Hero III:
Scalable Mutual Information Estimation Using Dependence Graphs. ICASSP 2019: 2962-2966 - [c251]Salimeh Yasaei Sekeh, Alfred O. Hero III:
Feature Selection for Mutlti-labeled Variables via Dependency Maximization. ICASSP 2019: 3127-3131 - [c250]Hafiz Tiomoko Ali, Sijia Liu, Yasin Yilmaz, Romain Couillet, Indika Rajapakse, Alfred O. Hero III:
Latent Heterogeneous Multilayer Community Detection. ICASSP 2019: 8142-8146 - [c249]Lin Zhou, Alfred O. Hero III:
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. ISIT 2019: 1817-1821 - [i111]Lin Zhou, Alfred O. Hero III:
Exponential Strong Converse for Successive Refinement with Causal Decoder Side Information. CoRR abs/1901.01356 (2019) - [i110]Alexander Jung, Alfred O. Hero III, Alexandru Mara, Saeed Jahromi, Ayelet Heimowitz, Yonina C. Eldar:
Semi-supervised Learning in Network-Structured Data via Total Variation Minimization. CoRR abs/1901.09838 (2019) - [i109]Salimeh Yasaei Sekeh, Alfred O. Hero III:
Feature Selection for multi-labeled variables via Dependency Maximization. CoRR abs/1902.03544 (2019) - [i108]Byoungwook Jang, Alfred O. Hero III:
Minimum Volume Topic Modeling. CoRR abs/1904.02064 (2019) - [i107]Pin-Yu Chen, Sutanay Choudhury, Luke Rodriguez, Alfred O. Hero III, Indrajit Ray:
Enterprise Cyber Resiliency Against Lateral Movement: A Graph Theoretic Approach. CoRR abs/1905.01002 (2019) - [i106]Salimeh Yasaei Sekeh, Alfred O. Hero III:
Geometric Estimation of Multivariate Dependency. CoRR abs/1905.08594 (2019) - [i105]Mayank Baranwal, Kunal Garg, Alfred O. Hero III, Dimitra Panagou:
Distributed Optimization in Fixed-Time. CoRR abs/1905.10472 (2019) - [i104]Brandon Oselio, Amir Sadeghian, Silvio Savarese, Alfred O. Hero III:
Time-Varying Interaction Estimation Using Ensemble Methods. CoRR abs/1906.10746 (2019) - [i103]Morteza Noshad, Li Xu, Alfred O. Hero III:
Learning to Benchmark: Determining Best Achievable Misclassification Error from Training Data. CoRR abs/1909.07192 (2019) - [i102]Lin Zhou, Alfred O. Hero III:
Resolution Limits of Noisy 20 Questions Estimation. CoRR abs/1909.12954 (2019) - [i101]Salimeh Yasaei Sekeh, Madan Ravi Ganesh, Shurjo Banerjee, Jason J. Corso, Alfred O. Hero III:
Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples. CoRR abs/1910.01182 (2019) - [i100]Abram Magner, Mayank Baranwal, Alfred O. Hero III:
The Power of Graph Convolutional Networks to Distinguish Random Graph Models. CoRR abs/1910.12954 (2019) - [i99]Mayank Baranwal, Kunal Garg, Dimitra Panagou, Alfred O. Hero III:
Distributed Fixed-Time Economic Dispatch under Time-Varying Topology and Uncertain Information. CoRR abs/1910.14214 (2019) - 2018
- [j178]Kevin R. Moon, Kumar Sricharan, Kristjan H. Greenewald, Alfred O. Hero III:
Ensemble Estimation of Information Divergence †. Entropy 20(8): 560 (2018) - [j177]Markus P. Nemitz, Ryan J. Marcotte, Mohammed E. Sayed, Gonzalo Ferrer, Alfred O. Hero III, Edwin Olson, Adam A. Stokes:
Multi-Functional Sensing for Swarm Robots Using Time Sequence Classification: HoverBot, an Example. Frontiers Robotics AI 5: 55 (2018) - [j176]Elizabeth Hou, Kumar Sricharan, Alfred O. Hero III:
Latent Laplacian Maximum Entropy Discrimination for Detection of High-Utility Anomalies. IEEE Trans. Inf. Forensics Secur. 13(6): 1446-1459 (2018) - [j175]Hye Won Chung, Brian M. Sadler, Lizhong Zheng, Alfred O. Hero III:
Unequal Error Protection Querying Policies for the Noisy 20 Questions Problem. IEEE Trans. Inf. Theory 64(2): 1105-1131 (2018) - [j174]Alan Wisler, Visar Berisha, Andreas Spanias, Alfred O. Hero III:
Direct Estimation of Density Functionals Using a Polynomial Basis. IEEE Trans. Signal Process. 66(3): 558-572 (2018) - [j173]Sijia Liu, Pin-Yu Chen, Alfred O. Hero III:
Accelerated Distributed Dual Averaging Over Evolving Networks of Growing Connectivity. IEEE Trans. Signal Process. 66(7): 1845-1859 (2018) - [j172]Pin-Yu Chen, Alfred O. Hero III:
Phase Transitions and a Model Order Selection Criterion for Spectral Graph Clustering. IEEE Trans. Signal Process. 66(13): 3407-3420 (2018) - [j171]Taposh Banerjee, Hamed Firouzi, Alfred O. Hero III:
Quickest Detection for Changes in Maximal kNN Coherence of Random Matrices. IEEE Trans. Signal Process. 66(17): 4490-4503 (2018) - [j170]Yasin Yilmaz, Alfred O. Hero III:
Multimodal Event Detection in Twitter Hashtag Networks. J. Signal Process. Syst. 90(2): 185-200 (2018) - [c248]Sijia Liu, Jie Chen, Pin-Yu Chen, Alfred O. Hero III:
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications. AISTATS 2018: 288-297 - [c247]Morteza Noshad, Alfred O. Hero III:
Scalable Hash-Based Estimation of Divergence Measures. AISTATS 2018: 1877-1885 - [c246]Hye Won Chung, Ji Oon Lee, Doyeon Kim, Alfred O. Hero III:
Trade-offs Between Query Difficulty and Sample Complexity in Crowdsourced Data Acquisition. Allerton 2018: 639-646 - [c245]Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero III:
Multi-class Bayes error estimation with a global minimal spanning tree. Allerton 2018: 676-681 - [c244]Morteza Noshad, Alfred O. Hero III:
Rate-Optimal Meta Learning of Classification Error. ICASSP 2018: 2481-2485 - [c243]