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@inproceedings{DBLP:conf/icassp/AkiyamaS24,
author = {Yuki Akiyama and
Konstantinos Slavakis},
title = {Proximal Bellman Mappings for Reinforcement Learning and Their Application
to Robust Adaptive Filtering},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {5855--5859},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446701},
doi = {10.1109/ICASSP48485.2024.10446701},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AkiyamaS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/NguyenS24,
author = {Duc Thien Nguyen and
Konstantinos Slavakis},
title = {Multi-Linear Kernel Regression and Imputation {VIA} Manifold Learning:
the Dynamic {MRI} Case},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},
pages = {9466--9470},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICASSP48485.2024.10446236},
doi = {10.1109/ICASSP48485.2024.10446236},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/NguyenS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kst/LianWKH24,
author = {Hrang Kap Lian and
Kitsana Waiyamai and
Slavakis Konstantinos and
Choochart Haruechaiyasak},
title = {Discriminative Dimension Selection for Enhancing the Interpretability
and Performance of Clustering Output},
booktitle = {16th International Conference on Knowledge and Smart Technology, {KST}
2023, Krabi, Thailand, February 28 - March 2, 2024},
pages = {178--183},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/KST61284.2024.10499654},
doi = {10.1109/KST61284.2024.10499654},
timestamp = {Mon, 29 Apr 2024 21:39:25 +0200},
biburl = {https://dblp.org/rec/conf/kst/LianWKH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03648,
author = {Duc Thien Nguyen and
Konstantinos Slavakis},
title = {Multilinear Kernel Regression and Imputation via Manifold Learning},
journal = {CoRR},
volume = {abs/2402.03648},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03648},
doi = {10.48550/ARXIV.2402.03648},
eprinttype = {arXiv},
eprint = {2402.03648},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-20020,
author = {Yuki Akiyama and
Minh Vu and
Konstantinos Slavakis},
title = {Nonparametric Bellman Mappings for Reinforcement Learning: Application
to Robust Adaptive Filtering},
journal = {CoRR},
volume = {abs/2403.20020},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.20020},
doi = {10.48550/ARXIV.2403.20020},
eprinttype = {arXiv},
eprint = {2403.20020},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-20020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/VuAS23,
author = {Minh Vu and
Yuki Akiyama and
Konstantinos Slavakis},
title = {Dynamic Selection of p-norm in Linear Adaptive Filtering via online
Kernel-based Reinforcement Learning},
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/ICASSP49357.2023.10096825},
doi = {10.1109/ICASSP49357.2023.10096825},
timestamp = {Sun, 05 Nov 2023 16:51:21 +0100},
biburl = {https://dblp.org/rec/conf/icassp/VuAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03041,
author = {Duc Thien Nguyen and
Konstantinos Slavakis},
title = {Multi-Linear Kernel Regression and Imputation in Data Manifolds},
journal = {CoRR},
volume = {abs/2304.03041},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03041},
doi = {10.48550/ARXIV.2304.03041},
eprinttype = {arXiv},
eprint = {2304.03041},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07548,
author = {Yuki Akiyama and
Konstantinos Slavakis},
title = {Proximal Bellman mappings for reinforcement learning and their application
to robust adaptive filtering},
journal = {CoRR},
volume = {abs/2309.07548},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07548},
doi = {10.48550/ARXIV.2309.07548},
eprinttype = {arXiv},
eprint = {2309.07548},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tci/SlavakisSCSNY22,
author = {Konstantinos Slavakis and
Gaurav N. Shetty and
Loris Cannelli and
Gesualdo Scutari and
Ukash Nakarmi and
Leslie Ying},
title = {Kernel Regression Imputation in Manifolds Via Bi-Linear Modeling:
The Dynamic-MRI Case},
journal = {{IEEE} Trans. Computational Imaging},
volume = {8},
pages = {133--147},
year = {2022},
url = {https://doi.org/10.1109/TCI.2022.3148062},
doi = {10.1109/TCI.2022.3148062},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tci/SlavakisSCSNY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/SlavakisS22,
author = {Konstantinos Slavakis and
Gaurav N. Shetty},
title = {Kernel Regression Imputation in Manifolds: Videos of dMRI data},
publisher = {{IEEE} DataPort},
year = {2022},
month = may,
howpublished = {\url{https://doi.org/10.21227/tary-nv39}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.21227/tary-nv39},
doi = {10.21227/TARY-NV39},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/SlavakisS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11317,
author = {Minh Vu and
Yuki Akiyama and
Konstantinos Slavakis},
title = {Dynamic selection of p-norm in linear adaptive filtering via online
kernel-based reinforcement learning},
journal = {CoRR},
volume = {abs/2210.11317},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11317},
doi = {10.48550/ARXIV.2210.11317},
eprinttype = {arXiv},
eprint = {2210.11317},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11755,
author = {Yuki Akiyama and
Minh Vu and
Konstantinos Slavakis},
title = {online and lightweight kernel-based approximated policy iteration
for dynamic p-norm linear adaptive filtering},
journal = {CoRR},
volume = {abs/2210.11755},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11755},
doi = {10.48550/ARXIV.2210.11755},
eprinttype = {arXiv},
eprint = {2210.11755},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/YeSPNMM21,
author = {Cong Ye and
Konstantinos Slavakis and
Pratik V. Patil and
Johan Nakuci and
Sarah Feldt Muldoon and
John D. Medaglia},
title = {Network clustering via kernel-ARMA modeling and the Grassmannian:
The brain-network case},
journal = {Signal Process.},
volume = {179},
pages = {107834},
year = {2021},
url = {https://doi.org/10.1016/j.sigpro.2020.107834},
doi = {10.1016/J.SIGPRO.2020.107834},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/YeSPNMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisY21,
author = {Konstantinos Slavakis and
Masahiro Yukawa},
title = {Outlier-Robust Kernel Hierarchical-Optimization {RLS} on a Budget
with Affine Constraints},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {5335--5339},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413415},
doi = {10.1109/ICASSP39728.2021.9413415},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YeSNMM21,
author = {Cong Ye and
Konstantinos Slavakis and
Johan Nakuci and
Sarah Feldt Muldoon and
John D. Medaglia},
title = {Online Classification of Dynamic Multilayer-Network Time Series in
Riemannian Manifolds},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {3815--3819},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413560},
doi = {10.1109/ICASSP39728.2021.9413560},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YeSNMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/SlavakisB20,
author = {Konstantinos Slavakis and
Sinjini Banerjee},
title = {Robust Hierarchical-Optimization {RLS} Against Sparse Outliers},
journal = {{IEEE} Signal Process. Lett.},
volume = {27},
pages = {171--175},
year = {2020},
url = {https://doi.org/10.1109/LSP.2019.2963188},
doi = {10.1109/LSP.2019.2963188},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/SlavakisB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ShettySBNSY20,
author = {Gaurav N. Shetty and
Konstantinos Slavakis and
Abhishek Bose and
Ukash Nakarmi and
Gesualdo Scutari and
Leslie Ying},
title = {Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {3},
pages = {688--702},
year = {2020},
url = {https://doi.org/10.1109/TMI.2019.2934125},
doi = {10.1109/TMI.2019.2934125},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ShettySBNSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/ShettySNSY20,
author = {Gaurav N. Shetty and
Konstantinos Slavakis and
Ukash Nakarmi and
Gesualdo Scutari and
Leslie Ying},
title = {Kernel Bi-Linear Modeling for Reconstructing Data on Manifolds: The
Dynamic-MRI Case},
booktitle = {28th European Signal Processing Conference, {EUSIPCO} 2020, Amsterdam,
Netherlands, January 18-21, 2021},
pages = {1482--1486},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/Eusipco47968.2020.9287848},
doi = {10.23919/EUSIPCO47968.2020.9287848},
timestamp = {Fri, 08 Jan 2021 16:18:38 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/ShettySNSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09943,
author = {Cong Ye and
Konstantinos Slavakis and
Pratik V. Patil and
Johan Nakuci and
Sarah Feldt Muldoon and
John D. Medaglia},
title = {Network Clustering Via Kernel-ARMA Modeling and the Grassmannian The
Brain-Network Case},
journal = {CoRR},
volume = {abs/2002.09943},
year = {2020},
url = {https://arxiv.org/abs/2002.09943},
eprinttype = {arXiv},
eprint = {2002.09943},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11885,
author = {Gaurav N. Shetty and
Konstantinos Slavakis and
Ukash Nakarmi and
Gesualdo Scutari and
Leslie Ying},
title = {Kernel Bi-Linear Modeling for Reconstructing Data on Manifolds: The
Dynamic-MRI Case},
journal = {CoRR},
volume = {abs/2002.11885},
year = {2020},
url = {https://arxiv.org/abs/2002.11885},
eprinttype = {arXiv},
eprint = {2002.11885},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11885.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Slavakis19,
author = {Konstantinos Slavakis},
title = {The Stochastic Fej{\'{e}}r-Monotone Hybrid Steepest Descent Method
and the Hierarchical {RLS}},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {11},
pages = {2868--2883},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2907257},
doi = {10.1109/TSP.2019.2907257},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Slavakis19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02292,
author = {Cong Ye and
Konstantinos Slavakis and
Pratik V. Patil and
Sarah Feldt Muldoon and
John D. Medaglia},
title = {Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian},
journal = {CoRR},
volume = {abs/1906.02292},
year = {2019},
url = {http://arxiv.org/abs/1906.02292},
eprinttype = {arXiv},
eprint = {1906.02292},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05399,
author = {Konstantinos Slavakis and
Sinjini Banerjee},
title = {Robust Hierarchical-Optimization {RLS} Against Sparse Outliers},
journal = {CoRR},
volume = {abs/1910.05399},
year = {2019},
url = {http://arxiv.org/abs/1910.05399},
eprinttype = {arXiv},
eprint = {1910.05399},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/SlavakisSWMBVCG18,
author = {Konstantinos Slavakis and
Shiva Salsabilian and
David S. Wack and
Sarah Feldt Muldoon and
Henry E. Baidoo{-}Williams and
Jean M. Vettel and
Matthew Cieslak and
Scott T. Grafton},
title = {Clustering Brain-Network Time Series by Riemannian Geometry},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {4},
number = {3},
pages = {519--533},
year = {2018},
url = {https://doi.org/10.1109/TSIPN.2017.2774504},
doi = {10.1109/TSIPN.2017.2774504},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/SlavakisSWMBVCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/Slavakis18,
author = {Konstantinos Slavakis},
editor = {Michael B. Matthews},
title = {Stochastic Composite Convex Minimization with Affine Constraints},
booktitle = {52nd Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2018, Pacific Grove, CA, USA, October 28-31, 2018},
pages = {1871--1875},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ACSSC.2018.8645298},
doi = {10.1109/ACSSC.2018.8645298},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/Slavakis18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisKS18,
author = {Konstantinos Slavakis and
Aritra Konar and
Nicholas D. Sidiropoulos},
title = {Fast Projection-Based Solvers for the Non-Convex Quadratically Constrained
Feasibility Problem},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {3954--3958},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462097},
doi = {10.1109/ICASSP.2018.8462097},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/NakarmiSY18,
author = {Ukash Nakarmi and
Konstantinos Slavakis and
Leslie Ying},
title = {{MLS:} Joint manifold-learning and sparsity-aware framework for highly
accelerated dynamic magnetic resonance imaging},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1213--1216},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363789},
doi = {10.1109/ISBI.2018.8363789},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/NakarmiSY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10617,
author = {Gaurav N. Shetty and
Konstantinos Slavakis and
Abhishek Bose and
Ukash Nakarmi and
Leslie Ying and
Gesualdo Scutari},
title = {Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery},
journal = {CoRR},
volume = {abs/1812.10617},
year = {2018},
url = {http://arxiv.org/abs/1812.10617},
eprinttype = {arXiv},
eprint = {1812.10617},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/camsap/SlavakisSBNY17,
author = {Konstantinos Slavakis and
Gaurav N. Shetty and
Abhishek Bose and
Ukash Nakarmi and
Leslie Ying},
title = {Bi-Linear modeling of manifold-data geometry for Dynamic-MRI recovery},
booktitle = {2017 {IEEE} 7th International Workshop on Computational Advances in
Multi-Sensor Adaptive Processing, {CAMSAP} 2017, Cura{\c{c}}ao, The
Netherlands, December 10-13, 2017},
pages = {1--5},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CAMSAP.2017.8313115},
doi = {10.1109/CAMSAP.2017.8313115},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/camsap/SlavakisSBNY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisYO17,
author = {Konstantinos Slavakis and
Isao Yamada and
Shunsuke Ono},
title = {Accelerating the hybrid steepest descent method for affinely constrained
convex composite minimization tasks},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {4711--4715},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953050},
doi = {10.1109/ICASSP.2017.7953050},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisYO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/NakarmiSLY17,
author = {Ukash Nakarmi and
Konstantinos Slavakis and
Jingyuan Lyu and
Leslie Ying},
title = {{M-MRI:} {A} manifold-based framework to highly accelerated dynamic
magnetic resonance imaging},
booktitle = {14th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2017, Melbourne, Australia, April 18-21, 2017},
pages = {19--22},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISBI.2017.7950458},
doi = {10.1109/ISBI.2017.7950458},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/NakarmiSLY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SlavakisSWMBVCG17,
author = {Konstantinos Slavakis and
Shiva Salsabilian and
David S. Wack and
Sarah Feldt Muldoon and
Henry E. Baidoo{-}Williams and
Jean M. Vettel and
Matthew Cieslak and
Scott T. Grafton},
title = {Riemannian-geometry-based modeling and clustering of network-wide
non-stationary time series: The brain-network case},
journal = {CoRR},
volume = {abs/1701.07767},
year = {2017},
url = {http://arxiv.org/abs/1701.07767},
eprinttype = {arXiv},
eprint = {1701.07767},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SlavakisSWMBVCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/SlavakisSWMBVCG16,
author = {Konstantinos Slavakis and
Shiva Salsabilian and
David S. Wack and
Sarah Feldt Muldoon and
Henry E. Baidoo{-}Williams and
Jean M. Vettel and
Matthew Cieslak and
Scott T. Grafton},
editor = {Michael B. Matthews},
title = {Clustering brain-network-connectivity states using kernel partial
correlations},
booktitle = {50th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2016, Pacific Grove, CA, USA, November 6-9, 2016},
pages = {268--272},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ACSSC.2016.7869039},
doi = {10.1109/ACSSC.2016.7869039},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/SlavakisSWMBVCG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KaranikolasGSL16,
author = {G. V. Karanikolas and
Georgios B. Giannakis and
Konstantinos Slavakis and
Richard M. Leahy},
title = {Multi-kernel based nonlinear models for connectivity identification
of brain networks},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {6315--6319},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472892},
doi = {10.1109/ICASSP.2016.7472892},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KaranikolasGSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/NakarmiZLSY16,
author = {Ukash Nakarmi and
Yihang Zhou and
Jingyuan Lyu and
Konstantinos Slavakis and
Leslie Ying},
title = {Accelerating dynamic magnetic resonance imaging by nonlinear sparse
coding},
booktitle = {13th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2016, Prague, Czech Republic, April 13-16, 2016},
pages = {510--513},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISBI.2016.7493319},
doi = {10.1109/ISBI.2016.7493319},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/NakarmiZLSY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/SlavakisSWM16,
author = {Konstantinos Slavakis and
Shiva Salsabilian and
David S. Wack and
Sarah Feldt Muldoon},
title = {Clustering time-varying connectivity networks by riemannian geometry:
The brain-network case},
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.2016.7551717},
doi = {10.1109/SSP.2016.7551717},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/SlavakisSWM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/TraganitisSG15,
author = {Panagiotis A. Traganitis and
Konstantinos Slavakis and
Georgios B. Giannakis},
title = {Sketch and Validate for Big Data Clustering},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {9},
number = {4},
pages = {678--690},
year = {2015},
url = {https://doi.org/10.1109/JSTSP.2015.2396477},
doi = {10.1109/JSTSP.2015.2396477},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/TraganitisSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/TraganitisSG15,
author = {Panagiotis A. Traganitis and
Konstantinos Slavakis and
Georgios B. Giannakis},
editor = {Michael B. Matthews},
title = {Large-scale subspace clustering using random sketching and validation},
booktitle = {49th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2015, Pacific Grove, CA, USA, November 8-11, 2015},
pages = {107--111},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ACSSC.2015.7421092},
doi = {10.1109/ACSSC.2015.7421092},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acssc/TraganitisSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangSL15,
author = {Xu Wang and
Konstantinos Slavakis and
Gilad Lerman},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Multi-Manifold Modeling in Non-Euclidean spaces},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/wang15b.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WangSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/TraganitisSG15,
author = {Panagiotis A. Traganitis and
Konstantinos Slavakis and
Georgios B. Giannakis},
title = {Spectral clustering of large-scale communities via random sketching
and validation},
booktitle = {49th Annual Conference on Information Sciences and Systems, {CISS}
2015, Baltimore, MD, USA, March 18-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CISS.2015.7086867},
doi = {10.1109/CISS.2015.7086867},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciss/TraganitisSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TraganitisSG15,
author = {Panagiotis A. Traganitis and
Konstantinos Slavakis and
Georgios B. Giannakis},
title = {Sketch and Validate for Big Data Clustering},
journal = {CoRR},
volume = {abs/1501.05590},
year = {2015},
url = {http://arxiv.org/abs/1501.05590},
eprinttype = {arXiv},
eprint = {1501.05590},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TraganitisSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TraganitisSG15a,
author = {Panagiotis A. Traganitis and
Konstantinos Slavakis and
Georgios B. Giannakis},
title = {Large-scale subspace clustering using sketching and validation},
journal = {CoRR},
volume = {abs/1510.01628},
year = {2015},
url = {http://arxiv.org/abs/1510.01628},
eprinttype = {arXiv},
eprint = {1510.01628},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TraganitisSG15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/SlavakisGM14,
author = {Konstantinos Slavakis and
Georgios B. Giannakis and
Gonzalo Mateos},
title = {Modeling and Optimization for Big Data Analytics: (Statistical) learning
tools for our era of data deluge},
journal = {{IEEE} Signal Process. Mag.},
volume = {31},
number = {5},
pages = {18--31},
year = {2014},
url = {https://doi.org/10.1109/MSP.2014.2327238},
doi = {10.1109/MSP.2014.2327238},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/SlavakisGM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/SlavakisKMG14,
author = {Konstantinos Slavakis and
Seung{-}Jun Kim and
Gonzalo Mateos and
Georgios B. Giannakis},
title = {Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics
[Lecture Notes]},
journal = {{IEEE} Signal Process. Mag.},
volume = {31},
number = {6},
pages = {124--129},
year = {2014},
url = {https://doi.org/10.1109/MSP.2014.2345536},
doi = {10.1109/MSP.2014.2345536},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/SlavakisKMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/TraganitisSG14,
author = {Panagiotis A. Traganitis and
Konstantinos Slavakis and
Georgios B. Giannakis},
editor = {Michael B. Matthews},
title = {Big data clustering via random sketching and validation},
booktitle = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2014, Pacific Grove, CA, USA, November 2-5, 2014},
pages = {1046--1050},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ACSSC.2014.7094614},
doi = {10.1109/ACSSC.2014.7094614},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acssc/TraganitisSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/ZamanighomiWSG14,
author = {Mahdi Zamanighomi and
Zhengdao Wang and
Konstantinos Slavakis and
Georgios B. Giannakis},
title = {Linear minimum mean-square error estimation based on high-dimensional
data with missing values},
booktitle = {48th Annual Conference on Information Sciences and Systems, {CISS}
2014, Princeton, NJ, USA, March 19-21, 2014},
pages = {1--5},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CISS.2014.6814083},
doi = {10.1109/CISS.2014.6814083},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciss/ZamanighomiWSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/TraganitisSG14,
author = {Panagiotis A. Traganitis and
Konstantinos Slavakis and
Georgios B. Giannakis},
title = {Clustering high-dimensional data via random sampling and consensus},
booktitle = {2014 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2014, Atlanta, GA, USA, December 3-5, 2014},
pages = {307--311},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/GlobalSIP.2014.7032128},
doi = {10.1109/GLOBALSIP.2014.7032128},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globalsip/TraganitisSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisG14,
author = {Konstantinos Slavakis and
Georgios B. Giannakis},
title = {Online dictionary learning from big data using accelerated stochastic
approximation algorithms},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {16--20},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853549},
doi = {10.1109/ICASSP.2014.6853549},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangSL14,
author = {Xu Wang and
Konstantinos Slavakis and
Gilad Lerman},
title = {Riemannian Multi-Manifold Modeling},
journal = {CoRR},
volume = {abs/1410.0095},
year = {2014},
url = {http://arxiv.org/abs/1410.0095},
eprinttype = {arXiv},
eprint = {1410.0095},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/ChouvardasST13,
author = {Symeon Chouvardas and
Konstantinos Slavakis and
Sergios Theodoridis},
title = {Trading off Complexity With Communication Costs in Distributed Adaptive
Learning via Krylov Subspaces for Dimensionality Reduction},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {7},
number = {2},
pages = {257--273},
year = {2013},
url = {https://doi.org/10.1109/JSTSP.2013.2246762},
doi = {10.1109/JSTSP.2013.2246762},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/ChouvardasST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/SlavakisY13,
author = {Konstantinos Slavakis and
Isao Yamada},
title = {The Adaptive Projected Subgradient Method Constrained by Families
of Quasi-nonexpansive Mappings and Its Application to Online Learning},
journal = {{SIAM} J. Optim.},
volume = {23},
number = {1},
pages = {126--152},
year = {2013},
url = {https://doi.org/10.1137/100807004},
doi = {10.1137/100807004},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamjo/SlavakisY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ChouvardasSTY13,
author = {Symeon Chouvardas and
Konstantinos Slavakis and
Sergios Theodoridis and
Isao Yamada},
title = {Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient
Method Under Bounded Noise},
journal = {{IEEE} Signal Process. Lett.},
volume = {20},
number = {7},
pages = {729--732},
year = {2013},
url = {https://doi.org/10.1109/LSP.2013.2257169},
doi = {10.1109/LSP.2013.2257169},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/ChouvardasSTY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SlavakisKTM13,
author = {Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis and
Stephen McLaughlin},
title = {Generalized Thresholding and Online Sparsity-Aware Learning in a Union
of Subspaces},
journal = {{IEEE} Trans. Signal Process.},
volume = {61},
number = {15},
pages = {3760--3773},
year = {2013},
url = {https://doi.org/10.1109/TSP.2013.2264464},
doi = {10.1109/TSP.2013.2264464},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SlavakisKTM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alcosp/TheodoridisKSC13,
author = {Sergios Theodoridis and
Yannis Kopsinis and
Konstantinos Slavakis and
Symeon Chouvardas},
editor = {Fouad Giri and
Vincent van Assche},
title = {Sparsity-Aware Adaptive Learning: {A} Set Theoretic Estimation Approach},
booktitle = {11th {IFAC} International Workshop on Adaptation and Learning in Control
and Signal Processing, {ALCOSP} 2013, Caen, France, July 3-5, 2013},
pages = {748--756},
publisher = {International Federation of Automatic Control},
year = {2013},
url = {https://doi.org/10.3182/20130703-3-FR-4038.00157},
doi = {10.3182/20130703-3-FR-4038.00157},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/alcosp/TheodoridisKSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/SlavakisGL13,
author = {Konstantinos Slavakis and
Georgios B. Giannakis and
Geert Leus},
title = {Robust sparse embedding and reconstruction via dictionary learning},
booktitle = {47th Annual Conference on Information Sciences and Systems, {CISS}
2013, Baltimore, MD, USA, March 20-22, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CISS.2013.6552314},
doi = {10.1109/CISS.2013.6552314},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciss/SlavakisGL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SlavakisKT13,
author = {Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis},
title = {New operators for fixed-point theory: The sparsity-aware learning
case},
booktitle = {21st European Signal Processing Conference, {EUSIPCO} 2013, Marrakech,
Morocco, September 9-13, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6811737/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/SlavakisKT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisLG13,
author = {Konstantinos Slavakis and
Geert Leus and
Georgios B. Giannakis},
title = {Online robust portfolio risk management using total least-squares
and parallel splitting algorithms},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {5686--5690},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638753},
doi = {10.1109/ICASSP.2013.6638753},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisLG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/KopsinisSTM13,
author = {Yannis Kopsinis and
Konstantinos Slavakis and
Sergios Theodoridis and
Stephen McLaughlin},
title = {Thresholding-based online algorithms of complexity comparable to sparse
{LMS} methods},
booktitle = {2013 {IEEE} International Symposium on Circuits and Systems (ISCAS2013),
Beijing, China, May 19-23, 2013},
pages = {513--516},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISCAS.2013.6571893},
doi = {10.1109/ISCAS.2013.6571893},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/KopsinisSTM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iswcs/SlavakisKTGK13,
author = {Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis and
Georgios B. Giannakis and
Vassilis Kekatos},
title = {Generalized Iterative Thresholding for Sparsity-Aware Online Volterra
System Identification},
booktitle = {{ISWCS} 2013, The Tenth International Symposium on Wireless Communication
Systems, Ilmenau, Germany, August 27-30, 2013},
pages = {1--5},
publisher = {VDE-Verlag / {IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6629720/},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iswcs/SlavakisKTGK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BouboulisST12,
author = {Pantelis Bouboulis and
Konstantinos Slavakis and
Sergios Theodoridis},
title = {Adaptive Learning in Complex Reproducing Kernel Hilbert Spaces Employing
Wirtinger's Subgradients},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {23},
number = {3},
pages = {425--438},
year = {2012},
url = {https://doi.org/10.1109/TNNLS.2011.2179810},
doi = {10.1109/TNNLS.2011.2179810},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/BouboulisST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SlavakisBT12,
author = {Konstantinos Slavakis and
Pantelis Bouboulis and
Sergios Theodoridis},
title = {Adaptive Multiregression in Reproducing Kernel Hilbert Spaces: The
Multiaccess {MIMO} Channel Case},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {23},
number = {2},
pages = {260--276},
year = {2012},
url = {https://doi.org/10.1109/TNNLS.2011.2178321},
doi = {10.1109/TNNLS.2011.2178321},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SlavakisBT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChouvardasSKT12,
author = {Symeon Chouvardas and
Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis},
title = {A Sparsity Promoting Adaptive Algorithm for Distributed Learning},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {10},
pages = {5412--5425},
year = {2012},
url = {https://doi.org/10.1109/TSP.2012.2204987},
doi = {10.1109/TSP.2012.2204987},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChouvardasSKT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/ChouvardasSKT12,
author = {Symeon Chouvardas and
Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis},
title = {Sparsity-promoting adaptive algorithm for distributed learning in
diffusion networks},
booktitle = {Proceedings of the 20th European Signal Processing Conference, {EUSIPCO}
2012, Bucharest, Romania, August 27-31, 2012},
pages = {1084--1088},
publisher = {{IEEE}},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6333834/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/ChouvardasSKT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KopsinisSTM12,
author = {Yannis Kopsinis and
Konstantinos Slavakis and
Sergios Theodoridis and
Steve McLaughlin},
title = {Generalized thresholding sparsity-aware algorithm for low complexity
online learning},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {3277--3280},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288615},
doi = {10.1109/ICASSP.2012.6288615},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KopsinisSTM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-5231,
author = {Sergios Theodoridis and
Yannis Kopsinis and
Konstantinos Slavakis},
title = {Sparsity-Aware Learning and Compressed Sensing: An Overview},
journal = {CoRR},
volume = {abs/1211.5231},
year = {2012},
url = {http://arxiv.org/abs/1211.5231},
eprinttype = {arXiv},
eprint = {1211.5231},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-5231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/TheodoridisSY11,
author = {Sergios Theodoridis and
Konstantinos Slavakis and
Isao Yamada},
title = {Adaptive Learning in a World of Projections},
journal = {{IEEE} Signal Process. Mag.},
volume = {28},
number = {1},
pages = {97--123},
year = {2011},
url = {https://doi.org/10.1109/MSP.2010.938752},
doi = {10.1109/MSP.2010.938752},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/TheodoridisSY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ChouvardasST11,
author = {Symeon Chouvardas and
Konstantinos Slavakis and
Sergios Theodoridis},
title = {Adaptive Robust Distributed Learning in Diffusion Sensor Networks},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {10},
pages = {4692--4707},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2161474},
doi = {10.1109/TSP.2011.2161474},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/ChouvardasST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/KopsinisST11,
author = {Yannis Kopsinis and
Konstantinos Slavakis and
Sergios Theodoridis},
title = {Online Sparse System Identification and Signal Reconstruction Using
Projections Onto Weighted ell\({}_{\mbox{1}}\) Balls},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {3},
pages = {936--952},
year = {2011},
url = {https://doi.org/10.1109/TSP.2010.2090874},
doi = {10.1109/TSP.2010.2090874},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/KopsinisST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SlavakisKT11,
author = {Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis},
title = {Robust adaptive sparse system identification by using weighted l1
balls and Moreau envelopes},
booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO}
2011, Barcelona, Spain, August 29 - Sept. 2, 2011},
pages = {1924--1928},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/7074017/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/SlavakisKT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ChouvardasST11,
author = {Symeon Chouvardas and
Konstantinos Slavakis and
Sergios Theodoridis},
title = {Trading off communications bandwidth with accuracy in adaptive diffusion
networks},
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 = {2048--2051},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946915},
doi = {10.1109/ICASSP.2011.5946915},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ChouvardasST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisKT11,
author = {Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis},
title = {Revisiting adaptive least-squares estimation and application to online
sparse signal recovery},
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 = {4292--4295},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947302},
doi = {10.1109/ICASSP.2011.5947302},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisKT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/KopsinisST011,
author = {Yannis Kopsinis and
Konstantinos Slavakis and
Sergios Theodoridis and
Steve McLaughlin},
title = {Reduced complexity online sparse signal reconstruction using projections
onto weighted {\(\mathscr{l}\)}1 balls},
booktitle = {17th International Conference on Digital Signal Processing, {DSP}
2011, Corfu, Greece, July 6-8, 2011},
pages = {1--8},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICDSP.2011.6005005},
doi = {10.1109/ICDSP.2011.6005005},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdsp/KopsinisST011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-0665,
author = {Yannis Kopsinis and
Konstantinos Slavakis and
Sergios Theodoridis and
Steve McLaughlin},
title = {Generalized Thresholding Sparsity-Aware Online Learning in a Union
of Subspaces},
journal = {CoRR},
volume = {abs/1112.0665},
year = {2011},
url = {http://arxiv.org/abs/1112.0665},
eprinttype = {arXiv},
eprint = {1112.0665},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-0665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-5716,
author = {Symeon Chouvardas and
Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis},
title = {A Sparsity-Aware Adaptive Algorithm for Distributed Learning},
journal = {CoRR},
volume = {abs/1112.5716},
year = {2011},
url = {http://arxiv.org/abs/1112.5716},
eprinttype = {arXiv},
eprint = {1112.5716},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-5716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/YukawaSY10,
author = {Masahiro Yukawa and
Konstantinos Slavakis and
Isao Yamada},
title = {Multi-Domain Adaptive Learning Based on Feasibility Splitting and
Adaptive Projected Subgradient Method},
journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.},
volume = {93-A},
number = {2},
pages = {456--466},
year = {2010},
url = {https://doi.org/10.1587/transfun.E93.A.456},
doi = {10.1587/TRANSFUN.E93.A.456},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/YukawaSY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BouboulisST10,
author = {Pantelis Bouboulis and
Konstantinos Slavakis and
Sergios Theodoridis},
title = {Adaptive Kernel-Based Image Denoising Employing Semi-Parametric Regularization},
journal = {{IEEE} Trans. Image Process.},
volume = {19},
number = {6},
pages = {1465--1479},
year = {2010},
url = {https://doi.org/10.1109/TIP.2010.2042995},
doi = {10.1109/TIP.2010.2042995},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BouboulisST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/ChouvardasST10,
author = {Symeon Chouvardas and
Konstantinos Slavakis and
Sergios Theodoridis},
title = {A novel adaptive algorithm for diffusion networks using projections
onto hyperslabs},
booktitle = {2nd International Workshop on Cognitive Information Processing, {CIP}
2010, Elba, Italy, 14-16 June, 2010},
pages = {393--398},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CIP.2010.5604244},
doi = {10.1109/CIP.2010.5604244},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cogip/ChouvardasST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisKT10,
author = {Konstantinos Slavakis and
Yannis Kopsinis and
Sergios Theodoridis},
title = {Adaptive algorithm for sparse system identification using projections
onto weighted \emph{l}1 balls},
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 = {3742--3745},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495872},
doi = {10.1109/ICASSP.2010.5495872},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisKT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YukawaSY10,
author = {Masahiro Yukawa and
Konstantinos Slavakis and
Isao Yamada},
title = {Multi-domain adaptive filtering by feasibility splitting},
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 = {3814--3817},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495839},
doi = {10.1109/ICASSP.2010.5495839},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/YukawaSY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BouboulisTS10,
author = {Pantelis Bouboulis and
Sergios Theodoridis and
Konstantinos Slavakis},
title = {Edge Preserving Image Denoising in Reproducing Kernel Hilbert Spaces},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {2660--2663},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.652},
doi = {10.1109/ICPR.2010.652},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BouboulisTS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-3040,
author = {Yannis Kopsinis and
Konstantinos Slavakis and
Sergios Theodoridis},
title = {Online Sparse System Identification and Signal Reconstruction using
Projections onto Weighted {\(\mathscr{l}\)}\({}_{\mbox{1}}\) Balls},
journal = {CoRR},
volume = {abs/1004.3040},
year = {2010},
url = {http://arxiv.org/abs/1004.3040},
eprinttype = {arXiv},
eprint = {1004.3040},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-3040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-5231,
author = {Konstantinos Slavakis and
Isao Yamada},
title = {Asymptotic minimization of sequences of loss functions constrained
by families of quasi-nonexpansive mappings and its application to
online learning},
journal = {CoRR},
volume = {abs/1008.5231},
year = {2010},
url = {http://arxiv.org/abs/1008.5231},
eprinttype = {arXiv},
eprint = {1008.5231},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-5231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SlavakisTY09,
author = {Konstantinos Slavakis and
Sergios Theodoridis and
Isao Yamada},
title = {Adaptive constrained learning in reproducing Kernel Hilbert spaces:
the robust beamforming case},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {12},
pages = {4744--4764},
year = {2009},
url = {https://doi.org/10.1109/TSP.2009.2027771},
doi = {10.1109/TSP.2009.2027771},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SlavakisTY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisT09,
author = {Konstantinos Slavakis and
Sergios Theodoridis},
title = {Affinely constrained online learning and its application to beamforming},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {1573--1576},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959898},
doi = {10.1109/ICASSP.2009.4959898},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdsp/YukawaSY09,
author = {Masahiro Yukawa and
Konstantinos Slavakis and
Isao Yamada},
title = {Signal processing in dual domain by adaptive projected subgradient
method},
booktitle = {16th International Conference on Digital Signal Processing, {DSP}
2009, Santorini, Greece, July 5-7, 2009},
pages = {1--6},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICDSP.2009.5201250},
doi = {10.1109/ICDSP.2009.5201250},
timestamp = {Fri, 05 Feb 2021 12:59:49 +0100},
biburl = {https://dblp.org/rec/conf/icdsp/YukawaSY09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasp/SlavakisT08,
author = {Konstantinos Slavakis and
Sergios Theodoridis},
title = {Sliding Window Generalized Kernel Affine Projection Algorithm Using
Projection Mappings},
journal = {{EURASIP} J. Adv. Signal Process.},
volume = {2008},
year = {2008},
url = {https://doi.org/10.1155/2008/735351},
doi = {10.1155/2008/735351},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasp/SlavakisT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SlavakisTY08,
author = {Konstantinos Slavakis and
Sergios Theodoridis and
Isao Yamada},
title = {Online Kernel-Based Classification Using Adaptive Projection Algorithms},
journal = {{IEEE} Trans. Signal Process.},
volume = {56},
number = {7-1},
pages = {2781--2796},
year = {2008},
url = {https://doi.org/10.1109/TSP.2008.917376},
doi = {10.1109/TSP.2008.917376},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SlavakisTY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SlavakisTY08,
author = {Konstantinos Slavakis and
Sergios Theodoridis and
Isao Yamada},
title = {Robust adaptive nonlinear beamforming by kernels and projection mappings},
booktitle = {2008 16th European Signal Processing Conference, {EUSIPCO} 2008, Lausanne,
Switzerland, August 25-29, 2008},
pages = {1--5},
publisher = {{IEEE}},
year = {2008},
url = {https://ieeexplore.ieee.org/document/7080430/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/SlavakisTY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/SlavakisT08,
author = {Konstantinos Slavakis and
Sergios Theodoridis},
title = {Sliding window online Kernel-based classification by projection mappings},
booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2008), 18-21
May 2008, Sheraton Seattle Hotel, Seattle, Washington, {USA}},
pages = {49--52},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISCAS.2008.4541351},
doi = {10.1109/ISCAS.2008.4541351},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/SlavakisT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/YukawaSY07,
author = {Masahiro Yukawa and
Konstantinos Slavakis and
Isao Yamada},
title = {Adaptive Parallel Quadratic-Metric Projection Algorithms},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {15},
number = {5},
pages = {1665--1680},
year = {2007},
url = {https://doi.org/10.1109/TASL.2007.896655},
doi = {10.1109/TASL.2007.896655},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/YukawaSY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/SlavakisY07,
author = {Konstantinos Slavakis and
Isao Yamada},
title = {Robust Wideband Beamforming by the Hybrid Steepest Descent Method},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {9},
pages = {4511--4522},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.896252},
doi = {10.1109/TSP.2007.896252},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/SlavakisY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/Fourli-KartsouniSKT07,
author = {Florendia Fourli{-}Kartsouni and
Konstantinos Slavakis and
Georgios Kouroupetroglou and
Sergios Theodoridis},
editor = {Constantine Stephanidis},
title = {A Bayesian Network Approach to Semantic Labelling of Text Formatting
in {XML} Corpora of Documents},
booktitle = {Universal Access in Human-Computer Interaction. Applications and Services,
4th International Conference on Universal Access in Human-Computer
Interaction, {UAHCI} 2007 Held as Part of {HCI} International 2007
Beijing, China, July 22-27, 2007 Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {4556},
pages = {299--308},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73283-9\_34},
doi = {10.1007/978-3-540-73283-9\_34},
timestamp = {Tue, 14 May 2019 10:00:43 +0200},
biburl = {https://dblp.org/rec/conf/hci/Fourli-KartsouniSKT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisTY07,
author = {Konstantinos Slavakis and
Sergios Theodoridis and
Isao Yamada},
title = {Online Kernel-Based Classification by Projections},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {425--428},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366263},
doi = {10.1109/ICASSP.2007.366263},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisTY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisYY06,
author = {Konstantinos Slavakis and
Masahiro Yukawa and
Isao Yamada},
title = {Robust Capon Beamforming by the Adaptive Projected Subgradient Method},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {1005--1008},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1661141},
doi = {10.1109/ICASSP.2006.1661141},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisYY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/YamadaSYC06,
author = {Isao Yamada and
Konstantinos Slavakis and
Masahiro Yukawa and
Renato L. G. Cavalcante},
title = {Adaptive projected subgradient method and its applications to robust
signal processing},
booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2006), 21-24
May 2006, Island of Kos, Greece},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISCAS.2006.1692574},
doi = {10.1109/ISCAS.2006.1692574},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/YamadaSYC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/SlavakisYS03,
author = {Konstantinos Slavakis and
Isao Yamada and
Kohichi Sakaniwa},
title = {Computation of symmetric positive definite Toeplitz matrices by the
hybrid steepest descent method},
journal = {Signal Process.},
volume = {83},
number = {5},
pages = {1135--1140},
year = {2003},
url = {https://doi.org/10.1016/S0165-1684(03)00002-1},
doi = {10.1016/S0165-1684(03)00002-1},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/SlavakisYS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YamadaSY02,
author = {Isao Yamada and
Konstantinos Slavakis and
Kenyu Yamada},
title = {An efficient robust adaptive filtering algorithm based on parallel
subgradient projection techniques},
journal = {{IEEE} Trans. Signal Process.},
volume = {50},
number = {5},
pages = {1091--1101},
year = {2002},
url = {https://doi.org/10.1109/78.995065},
doi = {10.1109/78.995065},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/YamadaSY02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SlavakisYS02,
author = {Konstantinos Slavakis and
Isao Yamada and
Kohichi Sakaniwa},
title = {Spectrum estimation of real vector wide sense stationary processes
by the Hybrid Steepest Descent Method},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2002, May 13-17 2002, Orlando, Florida,
{USA}},
pages = {1357--1360},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICASSP.2002.5744055},
doi = {10.1109/ICASSP.2002.5744055},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SlavakisYS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YamadaSY01,
author = {Isao Yamada and
Konstantinos Slavakis and
Kenyu Yamada},
title = {An efficient robust adaptive filtering scheme based on parallel subgradient
projection techniques},
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 = {3725--3728},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ICASSP.2001.940652},
doi = {10.1109/ICASSP.2001.940652},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/YamadaSY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/SlavakisY01,
author = {Konstantinos Slavakis and
Isao Yamada},
title = {Compactly supported matrix valued wavelets-biorthogonal unconditional
bases},
booktitle = {Proceedings of the 2001 International Symposium on Circuits and Systems,
{ISCAS} 2001, Sydney, Australia, May 6-9, 2001},
pages = {485--488},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ISCAS.2001.921113},
doi = {10.1109/ISCAS.2001.921113},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/SlavakisY01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/SlavakisY99,
author = {Konstantinos Slavakis and
Isao Yamada},
title = {Biorthogonal bases of compactly supported matrix valued wavelets},
booktitle = {{ISSPA} '99. Proceedings of the Fifth International Symposium on Signal
Processing and its Applications, Brisbane, QL, Australia, August 22-25,
1999},
pages = {981--984},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/ISSPA.1999.815836},
doi = {10.1109/ISSPA.1999.815836},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/isspa/SlavakisY99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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