Symeon Chouvardas

Publication Activity (10 Years)

Years Active: 2010-2018
Publications (10 Years): 23

Top Topics

Dynamic Content

Matrix Completion

Adaptive Learning

Dimensionality Reduction

Top Venues

IEEE Trans. Signal Process.

Publications

Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. IEEE Trans. Signal Process. 66 (7) (2018)
Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis
Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. CoRR (2017)
Lucas Claude, Symeon Chouvardas, Moez Draief
An efficient online Adaptive Sampling strategy for Matrix Completion. ICASSP (2017)
Symeon Chouvardas, Mohammed Amin Abdullah, Lucas Claude, Moez Draief
Robust online matrix completion on graphs. ICASSP (2017)
George C. Alexandropoulos, Symeon Chouvardas
Low Complexity Channel Estimation for Millimeter Wave Systems with Hybrid A/D Antenna Processing. CoRR (2016)
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 (2016)
Jeremie Leguay, Lorenzo Maggi, Moez Draief, Stefano Paris, Symeon Chouvardas
Admission control with online algorithms in SDN. NOMS (2016)
Lazaros Gkatzikis, Stefano Paris, Ioannis Steiakogiannakis, Symeon Chouvardas
Bandwidth calendaring: Dynamic services scheduling over Software Defined Networks. ICC (2016)
Symeon Chouvardas, Moez Draief
A Diffusion Kernel LMS algorithm for nonlinear adaptive networks. CoRR (2016)
Mathieu Leconte, Georgios S. Paschos, Lazaros Gkatzikis, Moez Draief, Spyridon Vassilaras, Symeon Chouvardas
Placing dynamic content in caches with small population. INFOCOM (2016)
Symeon Chouvardas, Moez Draief
A diffusion kernel LMS algorithm for nonlinear adaptive networks. ICASSP (2016)
Symeon Chouvardas, Mohammed Amin Abdullah, Lucas Claude, Moez Draief
Robust On-line Matrix Completion on Graphs. CoRR (2016)
George C. Alexandropoulos, Symeon Chouvardas
Low Complexity Channel Estimation for Millimeter Wave Systems with Hybrid A/D Antenna Processing. GLOBECOM Workshops (2016)
Symeon Chouvardas, Stefan Valentin, Moez Draief, Mathieu Leconte
A method to reconstruct coverage loss maps based on matrix completion and adaptive sampling. ICASSP (2016)
Mathieu Leconte, Georgios S. Paschos, Lazaros Gkatzikis, Moez Draief, Spyridon Vassilaras, Symeon Chouvardas
Placing Dynamic Content in Caches with Small Population. CoRR (2016)
Stefano Paris, Jeremie Leguay, Lorenzo Maggi, Moez Draief, Symeon Chouvardas
Online experts for admission control in SDN. NOMS (2016)
Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Iterative randomized robust linear regression. ICASSP (2015)
Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
An online algorithm for distributed dictionary learning. ICASSP (2015)
Symeon Chouvardas, Michael Muma, Khadidja Hamaidi, Sergios Theodoridis, Abdelhak M. Zoubir
Distributed robust labeling of audio sources in heterogeneous wireless sensor networks. ICASSP (2015)
Aggelos Pikrakis, Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Pattern classification formulated as a missing data task: The audio genre classification case. ICASSP (2015)
Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Distributed robust subspace tracking. EUSIPCO (2015)
Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach. IEEE Trans. Signal Process. 63 (19) (2015)
Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis
Greedy Sparsity-Promoting Algorithms for Distributed Learning. IEEE Trans. Signal Process. 63 (6) (2015)
Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis
Greedy Sparsity-Promoting Algorithms for Distributed Learning. CoRR (2014)
Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis
Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach. EUSIPCO (2014)
Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis
An Adaptive Projected Subgradient based algorithm for robust subspace tracking. ICASSP (2014)
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) (2013)
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) (2013)
Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis
A greedy sparsity-promoting LMS for distributed adaptive learning in diffusion networks. ICASSP (2013)
Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis, Symeon Chouvardas
Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach. ALCOSP (2013)
Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis
Training-based and blind algorithms for sparsity-aware distributed learning. EUSIPCO (2013)
Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
A Sparsity Promoting Adaptive Algorithm for Distributed Learning. IEEE Trans. Signal Process. 60 (10) (2012)
Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks. EUSIPCO (2012)
Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis
A Sparsity-Aware Adaptive Algorithm for Distributed Learning CoRR (2011)
Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis
Adaptive Robust Distributed Learning in Diffusion Sensor Networks. IEEE Trans. Signal Process. 59 (10) (2011)
Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis
Trading off communications bandwidth with accuracy in adaptive diffusion networks. ICASSP (2011)
Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis
A novel adaptive algorithm for diffusion networks using projections onto hyperslabs. CIP (2010)