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Symeon Chouvardas
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2010 – 2019
- 2018
- [j7]Pantelis Bouboulis
, Symeon Chouvardas, Sergios Theodoridis
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. IEEE Trans. Signal Process. 66(7): 1920-1932 (2018) - 2017
- [c22]Lucas Claude, Symeon Chouvardas, Moez Draief:
An efficient online Adaptive Sampling strategy for Matrix Completion. ICASSP 2017: 3969-3973 - [c21]Symeon Chouvardas, Mohammed Amin Abdullah, Lucas Claude, Moez Draief:
Robust online matrix completion on graphs. ICASSP 2017: 4019-4023 - [i8]Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis:
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. CoRR abs/1703.08131 (2017) - 2016
- [c20]George C. Alexandropoulos
Low Complexity Channel Estimation for Millimeter Wave Systems with Hybrid A/D Antenna Processing. GLOBECOM Workshops 2016: 1-6 - [c19]Symeon Chouvardas, Moez Draief:
A diffusion kernel LMS algorithm for nonlinear adaptive networks. ICASSP 2016: 4164-4168 - [c18]Symeon Chouvardas, Stefan Valentin
A method to reconstruct coverage loss maps based on matrix completion and adaptive sampling. ICASSP 2016: 6390-6394 - [c17]Lazaros Gkatzikis, Stefano Paris, Ioannis Steiakogiannakis, Symeon Chouvardas:
Bandwidth calendaring: Dynamic services scheduling over Software Defined Networks. ICC 2016: 1-7 - [c16]Mathieu Leconte, Georgios S. Paschos, Lazaros Gkatzikis, Moez Draief, Spyridon Vassilaras, Symeon Chouvardas:
Placing dynamic content in caches with small population. INFOCOM 2016: 1-9 - [c15]Jeremie Leguay
Admission control with online algorithms in SDN. NOMS 2016: 718-721 - [c14]Stefano Paris, Jeremie Leguay
Online experts for admission control in SDN. NOMS 2016: 1003-1004 - [p1]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
Sparsity-aware distributed learning. Big Data over Networks 2016: 37-65 - [i7]Mathieu Leconte, Georgios S. Paschos, Lazaros Gkatzikis, Moez Draief, Spyridon Vassilaras, Symeon Chouvardas:
Placing Dynamic Content in Caches with Small Population. CoRR abs/1601.03926 (2016) - [i6]Jérémie Leguay, Moez Draief, Symeon Chouvardas, Stefano Paris, Georgios S. Paschos, Lorenzo Maggi, Meiyu Qi:
Online and Global Network Optimization: Towards the Next-Generation of Routing Platforms. CoRR abs/1602.01629 (2016) - [i5]Symeon Chouvardas, Moez Draief:
A Diffusion Kernel LMS algorithm for nonlinear adaptive networks. CoRR abs/1602.02367 (2016) - [i4]Symeon Chouvardas, Mohammed Amin Abdullah, Lucas Claude, Moez Draief:
Robust On-line Matrix Completion on Graphs. CoRR abs/1605.04192 (2016) - [i3]George C. Alexandropoulos, Symeon Chouvardas:
Low Complexity Channel Estimation for Millimeter Wave Systems with Hybrid A/D Antenna Processing. CoRR abs/1610.00118 (2016) - 2015
- [j6]Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis:
Greedy Sparsity-Promoting Algorithms for Distributed Learning. IEEE Trans. Signal Process. 63(6): 1419-1432 (2015) - [j5]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach. IEEE Trans. Signal Process. 63(19): 5060-5070 (2015) - [c13]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Distributed robust subspace tracking. EUSIPCO 2015: 2531-2535 - [c12]Aggelos Pikrakis
Pattern classification formulated as a missing data task: The audio genre classification case. ICASSP 2015: 2026-2030 - [c11]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
An online algorithm for distributed dictionary learning. ICASSP 2015: 3292-3296 - [c10]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Iterative randomized robust linear regression. ICASSP 2015: 5436-5440 - [c9]Symeon Chouvardas, Michael Muma, Khadidja Hamaidi, Sergios Theodoridis, Abdelhak M. Zoubir:
Distributed robust labeling of audio sources in heterogeneous wireless sensor networks. ICASSP 2015: 5783-5787 - 2014
- [c8]Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis:
Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach. EUSIPCO 2014: 1846-1850 - [c7]Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis:
An Adaptive Projected Subgradient based algorithm for robust subspace tracking. ICASSP 2014: 5497-5501 - [i2]Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis:
Greedy Sparsity-Promoting Algorithms for Distributed Learning. CoRR abs/1410.3682 (2014) - 2013
- [b1]Symeon Chouvardas:
Robust adaptive machine learning algorithms for distributed signal processing. National and Kapodistrian University of Athens, Greece, 2013 - [j4]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
Trading off Complexity With Communication Costs in Distributed Adaptive Learning via Krylov Subspaces for Dimensionality Reduction. IEEE J. Sel. Top. Signal Process. 7(2): 257-273 (2013) - [j3]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis, Isao Yamada:
Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise. IEEE Signal Process. Lett. 20(7): 729-732 (2013) - [c6]Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis, Symeon Chouvardas:
Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach. ALCOSP 2013: 748-756 - [c5]Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis:
Training-based and blind algorithms for sparsity-aware distributed learning. EUSIPCO 2013: 1-5 - [c4]Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis:
A greedy sparsity-promoting LMS for distributed adaptive learning in diffusion networks. ICASSP 2013: 5415-5419 - 2012
- [j2]Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
A Sparsity Promoting Adaptive Algorithm for Distributed Learning. IEEE Trans. Signal Process. 60(10): 5412-5425 (2012) - [c3]Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks. EUSIPCO 2012: 1084-1088 - 2011
- [j1]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
Adaptive Robust Distributed Learning in Diffusion Sensor Networks. IEEE Trans. Signal Process. 59(10): 4692-4707 (2011) - [c2]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
Trading off communications bandwidth with accuracy in adaptive diffusion networks. ICASSP 2011: 2048-2051 - [i1]Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis:
A Sparsity-Aware Adaptive Algorithm for Distributed Learning. CoRR abs/1112.5716 (2011) - 2010
- [c1]Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
A novel adaptive algorithm for diffusion networks using projections onto hyperslabs. CIP 2010: 393-398
Coauthor Index
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