Richard Combes

According to our database, Richard Combes authored at least 65 papers between 2010 and 2024.

Collaborative distances:

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

2024

Data Detection in 1-bit Quantized MIMO Systems.

Khodor Safa, Richard Combes, Raul de Lacerda, Sheng Yang

IEEE Trans. Commun., September, 2024

Efficient Function Placement in Virtual Networks: An Online Learning Approach.

Wei Huang, Richard Combes, Hind Castel-Taleb, Badii Jouaber

CoRR, 2024

Thompson Sampling For Combinatorial Bandits: Polynomial Regret and Mismatched Sampling Paradox.

Raymond Zhang, Richard Combes

CoRR, 2024

Asymptotic Capacity of 1-Bit MIMO Fading Channels.

Sheng Yang, Richard Combes

CoRR, 2024

Asymptotic Capacity of Non-Coherent One-Bit MIMO Channels with Block Fading.

Sheng Yang, Richard Combes

Proceedings of the IEEE International Symposium on Information Theory, 2024

An Extension of Mcdiarmid's Inequality.

Richard Combes

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Curse of Dimension of Thompson Sampling for Combinatorial Bandits : (Invited presentation).

Richard Combes, Raymond Zhang

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

Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles.

Jung-Hun Kim, Se-Young Yun, Minchan Jeong, Junhyun Nam, Jinwoo Shin, Richard Combes

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

2022

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

Wei Huang, Richard Combes, 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.

Thibaut Cuvelier, Richard Combes, Eric Gourdin

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

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

Cindy Trinh, Richard Combes

CoRR, 2021

On the Suboptimality of Thompson Sampling in High Dimensions.

Raymond Zhang, Richard Combes

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.

Thibaut Cuvelier, Richard Combes, Eric Gourdin

Proceedings of the Algorithmic Learning Theory, 2021

2020

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

Thomas Varela Santana, Richard Combes, Mari Kobayashi

IEEE Trans. Commun., 2020

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

Richard Combes, Alexandre Proutière, Alexandre Fauquette

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

Solving Random Parity Games in Polynomial Time.

Richard Combes, Mikael Touati

CoRR, 2020

Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling.

Cindy Trinh, Emilie Kaufmann, Claire Vernade, Richard Combes

Proceedings of the Algorithmic Learning Theory, 2020

2019

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

Richard Combes, Jungseul Ok, Alexandre Proutière, Donggyu Yun, Yung Yi

IEEE Trans. Mob. Comput., 2019

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

Richard Combes, Mikael Touati

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

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

Richard Combes, Salah-Eddine Elayoubi, Thomas Varela Santana

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

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

Richard Combes, Sheng Yang

IEEE Trans. Commun., 2018

Stochastic Online Shortest Path Routing: The Value of Feedback.

Mohammad Sadegh Talebi, Zhenhua Zou, Richard Combes, Alexandre Proutière, Mikael Johansson

IEEE Trans. Autom. Control., 2018

Hierarchical beamforming: Resource allocation, fairness and flow level performance.

Julien Floquet, Richard Combes, Zwi Altman

Perform. Evaluation, 2018

Utility Optimal Scheduling for Coded Caching in General Topologies.

Richard Combes, Asma Ghorbel, Mari Kobayashi, Sheng Yang

IEEE J. Sel. Areas Commun., 2018

Device-to-Device Aided Multicasting.

Thomas Varela Santana, Richard Combes, Mari Kobayashi

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

Generic Asymptotically Optimal Algorithms for Multi-Armed Bandits.

Richard Combes, Stefan Magureanu, Alexandre Proutière

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

2017

Multipath Streaming: Fundamental Limits and Efficient Algorithms.

Richard Combes, Habib Sidi, Salah-Eddine Elayoubi

IEEE J. Sel. Areas Commun., 2017

Minimal Exploration in Structured Stochastic Bandits.

Richard Combes, Stefan Magureanu, Alexandre Proutière

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.

Thomas Bonald, Richard Combes

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.

Asma Ghorbel, Khac-Hoang Ngo, Richard Combes, Mari Kobayashi, Sheng Yang

Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016

Crowdsourcing: Low complexity, Minimax Optimal Algorithms.

Thomas Bonald, Richard Combes

CoRR, 2016

A Streaming Algorithm for Crowdsourced Data Classification.

Thomas Bonald, Richard Combes

CoRR, 2016

2015

Dynamic Rate and Channel Selection in Cognitive Radio Systems.

Richard Combes, Alexandre Proutière

IEEE J. Sel. Areas Commun., 2015

Stochastic and Adversarial Combinatorial Bandits.

Richard Combes, Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi

CoRR, 2015

Optimal online control for sleep mode in green base stations.

Richard Combes, Salah-Eddine Elayoubi, Arshad Ali, Louai Saker, Tijani Chahed

Comput. Networks, 2015

Learning to Rank: Regret Lower Bounds and Efficient Algorithms.

Richard Combes, Stefan Magureanu, Alexandre Proutière, Cyrille Laroche

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.

Richard Combes, Chong Jiang, Rayadurgam Srikant

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

Combinatorial Bandits Revisited.

Richard Combes, Mohammad Sadegh Talebi, Alexandre Proutière, 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.

Abdoulaye Tall, Richard Combes, Zwi Altman, Eitan Altman

IEEE Trans. Control. Netw. Syst., 2014

Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms.

Stefan Magureanu, Richard Combes, Alexandre Proutière

CoRR, 2014

Unimodal Bandits without Smoothness.

Richard Combes, Alexandre Proutière

CoRR, 2014

Optimal Rate Sampling in 802.11 systems.

Richard Combes, Alexandre Proutière, Donggyu Yun, Jungseul Ok, Yung Yi

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms.

Richard Combes, Alexandre Proutière

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

Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms.

Stefan Magureanu, Richard Combes, Alexandre Proutière

Proceedings of The 27th Conference on Learning Theory, 2014

2013

Mixed polling with rerouting and applications.

Veeraruna Kavitha, Richard Combes

Perform. Evaluation, 2013

Self-organizing femtocell offloading at the flow level.

Sara Akbarzadeh, Richard Combes, Zwi Altman

Int. J. Netw. Manag., 2013

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

Richard Combes, Ilham El Bouloumi, Stéphane Sénécal, Zwi Altman

CoRR, 2013

Flow-level performance of random wireless networks.

Richard Combes, Eitan Altman

CoRR, 2013

Coordination of autonomic functionalities in communications networks.

Richard Combes, Zwi Altman, Eitan Altman

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

SON Coordination in a Unified Management Framework.

Kostas Tsagkaris, Nikos Koutsouris, Panagiotis Demestichas, Richard Combes, Zwi Altman

Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

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

Richard Combes, Zwi Altman, Eitan Altman

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.

Nikolaos Koutsouris, Kostas Tsagkaris, Panagiotis Demestichas, Zwi Altman, Richard Combes, Pierre Peloso, Laurent Ciavaglia, Lefteris Mamatas, Stuart Clayman, Alex Galis

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.

Richard Combes, Jean-Marc Kelif

Proceedings of IEEE International Conference on Communications, 2013

2012

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

Richard Combes, Zwi Altman, Eitan Altman

IEEE Trans. Netw. Serv. Manag., 2012

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

Louai Saker, Salah-Eddine Elayoubi, Richard Combes, Tijani Chahed

IEEE J. Sel. Areas Commun., 2012

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

Sara Akbarzadeh, Richard Combes, Zwi Altman

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

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

Richard Combes, Zwi Altman, Eitan Altman

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.

Panagiotis Spapis, Rouzbeh Razavi, Stylianos Georgoulas, Zwi Altman, Richard Combes, Aimilia Bantouna

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.

Richard Combes, Zwi Altman, Eitan Altman

Perform. Evaluation, 2011

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

Richard Combes, Salah-Eddine Elayoubi, Zwi Altman

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.

Richard Combes, Zwi Altman, Eitan Altman

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

Routing games in the many players regime.

Eitan Altman, Richard Combes, Zwi Altman, Sylvain Sorin

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.

Richard Combes, Zwi Altman, Eitan Altman

Proceedings of IEEE International Conference on Communications, 2011

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

Richard Combes, Zwi Altman, Eitan Altman

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.

Richard Combes, Zwi Altman, Eitan Altman

Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010