Richard Combes

Raymond Zhang

Proceedings of the 59th Annual Allerton Conference on Communication, 2023

Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information.

[BibT_eX]

[DOI]

Wei Huang

Cindy Trinh

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021

Statistically Efficient, Polynomial-Time Algorithms for Combinatorial Semi-Bandits.

[BibT_eX]

[DOI]

Thibaut Cuvelier

Eric Gourdin

Proc. ACM Meas. Anal. Comput. Syst., 2021

A High Performance, Low Complexity Algorithm for Multi-Player Bandits Without Collision Sensing Information.

[BibT_eX]

[DOI]

Cindy Trinh

CoRR, 2021

On the Suboptimality of Thompson Sampling in High Dimensions.

[BibT_eX]

[DOI]

Raymond Zhang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Asymptotically Optimal Strategies For Combinatorial Semi-Bandits in Polynomial Time.

[BibT_eX]

[DOI]

Thibaut Cuvelier

Eric Gourdin

Proceedings of the Algorithmic Learning Theory, 2021

2020

Performance Analysis of Device-to-Device Aided Multicasting in General Network Topologies.

[BibT_eX]

[DOI]

Thomas Varela Santana

Mari Kobayashi

IEEE Trans. Commun., 2020

Unimodal Bandits with Continuous Arms: Order-optimal Regret without Smoothness.

[BibT_eX]

[DOI]

Alexandre Fauquette

Proc. ACM Meas. Anal. Comput. Syst., 2020

Solving Random Parity Games in Polynomial Time.

[BibT_eX]

[DOI]

Mikael Touati

CoRR, 2020

Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 2020

2019

Optimal Rate Sampling in 802.11 Systems: Theory, Design, and Implementation.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Computationally Efficient Estimation of the Spectral Gap of a Markov Chain.

[BibT_eX]

[DOI]

Mikael Touati

Proc. ACM Meas. Anal. Comput. Syst., 2019

Optimal Retransmission Policies for Ultra-Reliable Low Latency Communications with Delayed Feedback.

[BibT_eX]

[DOI]

Thomas Varela Santana

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

An Approximate ML Detector for MIMO Channels Corrupted by Phase Noise.

[BibT_eX]

[DOI]

Sheng Yang

IEEE Trans. Commun., 2018

Stochastic Online Shortest Path Routing: The Value of Feedback.

[BibT_eX]

[DOI]

Mohammad Sadegh Talebi

IEEE Trans. Autom. Control., 2018

Hierarchical Beamforming: Resource Allocation, Fairness and Flow Level Performance.

[BibT_eX]

[DOI]

Julien Floquet

SIGMETRICS Perform. Evaluation Rev., 2018

Utility Optimal Scheduling for Coded Caching in General Topologies.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2018

Device-to-Device Aided Multicasting.

[BibT_eX]

[DOI]

Thomas Varela Santana

Mari Kobayashi

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Generic Asymptotically Optimal Algorithms for Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Multipath Streaming: Fundamental Limits and Efficient Algorithms.

[BibT_eX]

[DOI]

Habib Sidi

IEEE J. Sel. Areas Commun., 2017

Minimal Exploration in Structured Stochastic Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

A Minimax Optimal Algorithm for Crowdsourcing.

[BibT_eX]

[DOI]

Thomas Bonald

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Opportunistic Content Delivery in Fading Broadcast Channels.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Crowdsourcing: Low complexity, Minimax Optimal Algorithms.

[BibT_eX]

[DOI]

Thomas Bonald

CoRR, 2016

A Streaming Algorithm for Crowdsourced Data Classification.

[BibT_eX]

[DOI]

Thomas Bonald

CoRR, 2016

2015

Dynamic Rate and Channel Selection in Cognitive Radio Systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Stochastic and Adversarial Combinatorial Bandits.

[BibT_eX]

[DOI]

CoRR, 2015

An extension of McDiarmid's inequality.

[BibT_eX]

[DOI]

CoRR, 2015

Optimal online control for sleep mode in green base stations.

[BibT_eX]

[DOI]

Arshad Ali

Louai Saker

Tijani Chahed

Comput. Networks, 2015

Learning to Rank: Regret Lower Bounds and Efficient Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Bandits with Budgets: Regret Lower Bounds and Optimal Algorithms.

[BibT_eX]

[DOI]

Chong Jiang

Rayadurgam Srikant

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Combinatorial Bandits Revisited.

[BibT_eX]

[DOI]

Mohammad Sadegh Talebi

Marc Lelarge

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Distributed Coordination of Self-Organizing Mechanisms in Communication Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2014

Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms.

[BibT_eX]

[DOI]

CoRR, 2014

Unimodal Bandits without Smoothness.

[BibT_eX]

[DOI]

CoRR, 2014

Optimal Rate Sampling in 802.11 systems.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms.

[BibT_eX]

[DOI]

Proceedings of The 27th Conference on Learning Theory, 2014

2013

Mixed polling with rerouting and applications.

[BibT_eX]

[DOI]

Veeraruna Kavitha

Perform. Evaluation, 2013

Self-organizing femtocell offloading at the flow level.

[BibT_eX]

[DOI]

Sara Akbarzadeh

Int. J. Netw. Manag., 2013

The association problem in wireless networks: a Policy Gradient Reinforcement Learning approach.

[BibT_eX]

[DOI]

CoRR, 2013

Flow-level performance of random wireless networks.

[BibT_eX]

[DOI]

CoRR, 2013

Coordination of autonomic functionalities in communications networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Symposium and Workshops on Modeling and Optimization in Mobile, 2013

SON Coordination in a Unified Management Framework.

[BibT_eX]

[DOI]

Kostas Tsagkaris

Nikos Koutsouris

Panagiotis Demestichas

Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Interference coordination in wireless networks: A flow-level perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Conflict free coordination of SON functions in a Unified Management Framework: Demonstration of a proof of concept prototyping platform.

[BibT_eX]

[DOI]

Nikolaos Koutsouris

Kostas Tsagkaris

Panagiotis Demestichas

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

A justification of the fluid network model using stochastic geometry.

[BibT_eX]

[DOI]

Jean-Marc Kelif

Proceedings of IEEE International Conference on Communications, 2013

2012

Self-Organizing Relays: Dimensioning, Self-Optimization, and Learning.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2012

Optimal Control of Wake Up Mechanisms of Femtocells in Heterogeneous Networks.

[BibT_eX]

[DOI]

Louai Saker

Tijani Chahed

IEEE J. Sel. Areas Commun., 2012

Network capacity enhancement of OFDMA system using self-organized femtocell off-load.

[BibT_eX]

[DOI]

Sara Akbarzadeh

Proceedings of the 2012 IEEE Wireless Communications and Networking Conference, 2012

Self-organization in wireless networks: A flow-level perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

On the role of learning in autonomic network management: The UniverSelf project approach.

[BibT_eX]

[DOI]

Proceedings of the 2012 Future Network & Mobile Summit, Berlin, Germany, July 4-6, 2012, 2012

2011

Scheduling gain for frequency-selective Rayleigh-fading channels with application to self-organizing packet scheduling.

[BibT_eX]

[DOI]

Perform. Evaluation, 2011

Cross-layer analysis of scheduling gains: Application to LMMSE receivers in frequency-selective Rayleigh-fading channels.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Modeling and Optimization in Mobile, 2011

A self-optimization method for coverage-capacity optimization in OFDMA networks with MIMO.

[BibT_eX]

[DOI]

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Routing games in the many players regime.

[BibT_eX]

[DOI]

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Self-Organizing Fractional Power Control for Interference Coordination in OFDMA Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2011

Self-organizing relays in LTE networks: Queuing analysis and algorithms.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Network and Service Management, 2011

2010

On the use of packet scheduling in self-optimization processes: Application to coverage-capacity optimization.

[BibT_eX]

[DOI]