A novel adaptive algorithm for diffusion networks using projections onto hyperslabs. - Symeon Chouvardas; Konstantinos Slavakis; Sergios Theodoridis (CIP, 2010)

Trading off communications bandwidth with accuracy in adaptive diffusion networks. - Symeon Chouvardas; Konstantinos Slavakis; Sergios Theodoridis (ICASSP, 2011)

A Sparsity-Aware Adaptive Algorithm for Distributed Learning - Symeon Chouvardas; Konstantinos Slavakis; Yannis Kopsinis; Sergios Theodoridis (CoRR, 2011)

Adaptive Robust Distributed Learning in Diffusion Sensor Networks. - Symeon Chouvardas; Konstantinos Slavakis; Sergios Theodoridis (IEEE Trans. Signal Process., 2011)

Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks. - Symeon Chouvardas; Konstantinos Slavakis; Yannis Kopsinis; Sergios Theodoridis (EUSIPCO, 2012)

A Sparsity Promoting Adaptive Algorithm for Distributed Learning. - Symeon Chouvardas; Konstantinos Slavakis; Yannis Kopsinis; Sergios Theodoridis (IEEE Trans. Signal Process., 2012)

Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach. - Sergios Theodoridis; Yannis Kopsinis; Konstantinos Slavakis; Symeon Chouvardas (ALCOSP, 2013)

Training-based and blind algorithms for sparsity-aware distributed learning. - Symeon Chouvardas; Gerasimos Mileounis; Nicholas Kalouptsidis; Sergios Theodoridis (EUSIPCO, 2013)

A greedy sparsity-promoting LMS for distributed adaptive learning in diffusion networks. - Symeon Chouvardas; Gerasimos Mileounis; Nicholas Kalouptsidis; Sergios Theodoridis (ICASSP, 2013)

Trading off Complexity With Communication Costs in Distributed Adaptive Learning via Krylov Subspaces for Dimensionality Reduction. - Symeon Chouvardas; Konstantinos Slavakis; Sergios Theodoridis (IEEE J. Sel. Top. Signal Process., 2013)

Stochastic Analysis of Hyperslab-Based Adaptive Projected Subgradient Method Under Bounded Noise. - Symeon Chouvardas; Konstantinos Slavakis; Sergios Theodoridis; Isao Yamada (IEEE Signal Process. Lett., 2013)

Robust adaptive machine learning algorithms for distributed signal processing - Symeon Chouvardas (2013)

Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach. - Yannis Kopsinis; Symeon Chouvardas; Sergios Theodoridis (EUSIPCO, 2014)

An Adaptive Projected Subgradient based algorithm for robust subspace tracking. - Symeon Chouvardas; Yannis Kopsinis; Sergios Theodoridis (ICASSP, 2014)

Distributed robust subspace tracking. - Yannis Kopsinis; Symeon Chouvardas; Sergios Theodoridis (EUSIPCO, 2015)

An online algorithm for distributed dictionary learning. - Symeon Chouvardas; Yannis Kopsinis; Sergios Theodoridis (ICASSP, 2015)

Distributed robust labeling of audio sources in heterogeneous wireless sensor networks. - Symeon Chouvardas; Michael Muma; Khadidja Hamaidi; Sergios Theodoridis; Abdelhak M. Zoubir (ICASSP, 2015)

Iterative randomized robust linear regression. - Yannis Kopsinis; Symeon Chouvardas; Sergios Theodoridis (ICASSP, 2015)

Pattern classification formulated as a missing data task: The audio genre classification case. - Aggelos Pikrakis; Yannis Kopsinis; Symeon Chouvardas; Sergios Theodoridis (ICASSP, 2015)

Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach. - Symeon Chouvardas; Yannis Kopsinis; Sergios Theodoridis (IEEE Trans. Signal Process., 2015)

Greedy Sparsity-Promoting Algorithms for Distributed Learning. - Symeon Chouvardas; Gerasimos Mileounis; Nicholas Kalouptsidis; Sergios Theodoridis (IEEE Trans. Signal Process., 2015)

Sparsity-aware distributed learning. - Symeon Chouvardas; Yannis Kopsinis; Sergios Theodoridis (Big Data over Networks, 2016)

Low Complexity Channel Estimation for Millimeter Wave Systems with Hybrid A/D Antenna Processing. - George C. Alexandropoulos; Symeon Chouvardas (GLOBECOM Workshops, 2016)

A diffusion kernel LMS algorithm for nonlinear adaptive networks. - Symeon Chouvardas; Moez Draief (ICASSP, 2016)

A method to reconstruct coverage loss maps based on matrix completion and adaptive sampling. - Symeon Chouvardas; Stefan Valentin; Moez Draief; Mathieu Leconte (ICASSP, 2016)

Bandwidth calendaring: Dynamic services scheduling over Software Defined Networks. - Lazaros Gkatzikis; Stefano Paris; Ioannis Steiakogiannakis; Symeon Chouvardas (ICC, 2016)

Placing dynamic content in caches with small population. - Mathieu Leconte; Georgios S. Paschos; Lazaros Gkatzikis; Moez Draief; Spyridon Vassilaras; Symeon Chouvardas (INFOCOM, 2016)

Admission control with online algorithms in SDN. - Jeremie Leguay; Lorenzo Maggi; Moez Draief; Stefano Paris; Symeon Chouvardas (NOMS, 2016)

Online experts for admission control in SDN. - Stefano Paris; Jeremie Leguay; Lorenzo Maggi; Moez Draief; Symeon Chouvardas (NOMS, 2016)

Robust On-line Matrix Completion on Graphs. - Symeon Chouvardas; Mohammed Amin Abdullah 001; Lucas Claude; Moez Draief (CoRR, 2016)

Online and Global Network Optimization: Towards the Next-Generation of Routing Platforms. - Jérémie Leguay; Moez Draief; Symeon Chouvardas; Stefano Paris; Georgios S. Paschos; Lorenzo Maggi; Meiyu Qi (CoRR, 2016)

Robust online matrix completion on graphs. - Symeon Chouvardas; Mohammed Amin Abdullah 001; Lucas Claude; Moez Draief (ICASSP, 2017)

An efficient online Adaptive Sampling strategy for Matrix Completion. - Lucas Claude; Symeon Chouvardas; Moez Draief (ICASSP, 2017)

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. - Pantelis Bouboulis; Symeon Chouvardas; Sergios Theodoridis (IEEE Trans. Signal Process., 2018)