Symeon Chouvardas

According to our database, Symeon Chouvardas authored at least 34 papers between 2010 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features.

Pantelis Bouboulis, Symeon Chouvardas, Sergios Theodoridis

IEEE Trans. Signal Process., 2018

2017

An efficient online Adaptive Sampling strategy for Matrix Completion.

Lucas Claude, Symeon Chouvardas, Moez Draief

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Robust online matrix completion on graphs.

Symeon Chouvardas, Mohammed Amin Abdullah, Lucas Claude, Moez Draief

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

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 On-line Matrix Completion on Graphs.

Symeon Chouvardas, Mohammed Amin Abdullah, Lucas Claude, Moez Draief

CoRR, 2016

Online experts for admission control in SDN.

Stefano Paris, Jeremie Leguay, Lorenzo Maggi, Moez Draief, Symeon Chouvardas

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Admission control with online algorithms in SDN.

Jeremie Leguay, Lorenzo Maggi, Moez Draief, Stefano Paris, Symeon Chouvardas

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Placing dynamic content in caches with small population.

Mathieu Leconte, Georgios S. Paschos, Lazaros Gkatzikis, Moez Draief, Spyridon Vassilaras, Symeon Chouvardas

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Bandwidth calendaring: Dynamic services scheduling over Software Defined Networks.

Lazaros Gkatzikis, Stefano Paris, Ioannis Steiakogiannakis, Symeon Chouvardas

Proceedings of the 2016 IEEE International Conference on Communications, 2016

A method to reconstruct coverage loss maps based on matrix completion and adaptive sampling.

Symeon Chouvardas, Stefan Valentin, Moez Draief, Mathieu Leconte

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A diffusion kernel LMS algorithm for nonlinear adaptive networks.

Symeon Chouvardas, Moez Draief

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Low Complexity Channel Estimation for Millimeter Wave Systems with Hybrid A/D Antenna Processing.

George C. Alexandropoulos, Symeon Chouvardas

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Sparsity-aware distributed learning.

Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis

Proceedings of the Big Data over Networks, 2016

2015

Greedy Sparsity-Promoting Algorithms for Distributed Learning.

Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis

IEEE Trans. Signal Process., 2015

Robust Subspace Tracking With Missing Entries: The Set-Theoretic Approach.

Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis

IEEE Trans. Signal Process., 2015

Pattern classification formulated as a missing data task: The audio genre classification case.

Aggelos Pikrakis, Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Iterative randomized robust linear regression.

Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed robust labeling of audio sources in heterogeneous wireless sensor networks.

Symeon Chouvardas, Michael Muma, Khadidja Hamaidi, Sergios Theodoridis, Abdelhak M. Zoubir

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

An online algorithm for distributed dictionary learning.

Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed robust subspace tracking.

Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

An Adaptive Projected Subgradient based algorithm for robust subspace tracking.

Symeon Chouvardas, Yannis Kopsinis, Sergios Theodoridis

Proceedings of the IEEE International Conference on Acoustics, 2014

Sparsity-aware learning in the context of echo cancelation: A set theoretic estimation approach.

Yannis Kopsinis, Symeon Chouvardas, Sergios Theodoridis

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Robust adaptive machine learning algorithms for distributed signal processing

Symeon Chouvardas

PhD thesis, 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

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

A greedy sparsity-promoting LMS for distributed adaptive learning in diffusion networks.

Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis

Proceedings of the IEEE International Conference on Acoustics, 2013

Training-based and blind algorithms for sparsity-aware distributed learning.

Symeon Chouvardas, Gerasimos Mileounis, Nicholas Kalouptsidis, Sergios Theodoridis

Proceedings of the 21st European Signal Processing Conference, 2013

Sparsity-Aware Adaptive Learning: A Set Theoretic Estimation Approach.

Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis, Symeon Chouvardas

Proceedings of the 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, 2013

2012

A Sparsity Promoting Adaptive Algorithm for Distributed Learning.

Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis

IEEE Trans. Signal Process., 2012

Sparsity-promoting adaptive algorithm for distributed learning in diffusion networks.

Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Adaptive Robust Distributed Learning in Diffusion Sensor Networks.

Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis

IEEE Trans. Signal Process., 2011

A Sparsity-Aware Adaptive Algorithm for Distributed Learning

Symeon Chouvardas, Konstantinos Slavakis, Yannis Kopsinis, Sergios Theodoridis

CoRR, 2011

Trading off communications bandwidth with accuracy in adaptive diffusion networks.

Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

A novel adaptive algorithm for diffusion networks using projections onto hyperslabs.

Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010