Richard Combes

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 46

Top Topics

Multi Armed Bandit

Asymptotically Optimal

Top Venues

IEEE J. Sel. Areas Commun.

Proc. ACM Meas. Anal. Comput. Syst.

Publications

Sheng Yang, Richard Combes
Asymptotic Capacity of 1-Bit MIMO Fading Channels. CoRR (2024)
Richard Combes, Raymond Zhang
Curse of Dimension of Thompson Sampling for Combinatorial Bandits : (Invited presentation). Allerton (2023)
Jung-Hun Kim, Se-Young Yun, Minchan Jeong, Junhyun Nam, Jinwoo Shin, Richard Combes
Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles. AISTATS (2023)
Wei Huang, Richard Combes, Cindy Trinh
Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information. COLT (2022)
Thibaut Cuvelier, Richard Combes, Eric Gourdin
Statistically Efficient, Polynomial-Time Algorithms for Combinatorial Semi-Bandits. SIGMETRICS (Abstracts) (2021)
Thibaut Cuvelier, Richard Combes, Eric Gourdin
Asymptotically Optimal Strategies For Combinatorial Semi-Bandits in Polynomial Time. CoRR (2021)
Raymond Zhang, Richard Combes
On the Suboptimality of Thompson Sampling in High Dimensions. NeurIPS (2021)
Wei Huang, Richard Combes, Cindy Trinh
Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information. CoRR (2021)
Thibaut Cuvelier, Richard Combes, Eric Gourdin
Asymptotically Optimal Strategies For Combinatorial Semi-Bandits in Polynomial Time. ALT (2021)
Thibaut Cuvelier, Richard Combes, Eric Gourdin
Statistically Efficient, Polynomial-Time Algorithms for Combinatorial Semi-Bandits. Proc. ACM Meas. Anal. Comput. Syst. 5 (1) (2021)
Raymond Zhang, Richard Combes
On the Suboptimality of Thompson Sampling in High Dimensions. CoRR (2021)
Cindy Trinh, Richard Combes
A High Performance, Low Complexity Algorithm for Multi-Player Bandits Without Collision Sensing Information. CoRR (2021)
Richard Combes, Alexandre Proutière, Alexandre Fauquette
Unimodal Bandits with Continuous Arms: Order-optimal Regret without Smoothness. Proc. ACM Meas. Anal. Comput. Syst. 4 (1) (2020)
Thibaut Cuvelier, Richard Combes, Eric Gourdin
Statistically Efficient, Polynomial Time Algorithms for Combinatorial Semi Bandits. CoRR (2020)
Cindy Trinh, Emilie Kaufmann, Claire Vernade, Richard Combes
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling. ALT (2020)
Richard Combes, Alexandre Proutière, Alexandre Fauquette
Unimodal Bandits with Continuous Arms: Order-optimal Regret without Smoothness. SIGMETRICS (Abstracts) (2020)
Richard Combes, Mikael Touati
Solving Random Parity Games in Polynomial Time. CoRR (2020)
Thomas Varela Santana, Richard Combes, Mari Kobayashi
Performance Analysis of Device-to-Device Aided Multicasting in General Network Topologies. IEEE Trans. Commun. 68 (1) (2020)
Richard Combes, Mikael Touati
Computationally Efficient Estimation of the Spectral Gap of a Markov Chain. SIGMETRICS (Abstracts) (2019)
Cindy Trinh, Emilie Kaufmann, Claire Vernade, Richard Combes
Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling. CoRR (2019)
Richard Combes, Mikael Touati
Computationally Efficient Estimation of the Spectral Gap of a Markov Chain. Proc. ACM Meas. Anal. Comput. Syst. 3 (1) (2019)
Richard Combes, Salah-Eddine Elayoubi, Thomas Varela Santana
Optimal Retransmission Policies for Ultra-Reliable Low Latency Communications with Delayed Feedback. GLOBECOM (2019)
Richard Combes, Jungseul Ok, Alexandre Proutière, Donggyu Yun, Yung Yi
Optimal Rate Sampling in 802.11 Systems: Theory, Design, and Implementation. IEEE Trans. Mob. Comput. 18 (5) (2019)
Julien Floquet, Richard Combes, Zwi Altman
Hierarchical beamforming: Resource allocation, fairness and flow level performance. Perform. Evaluation (2018)
Thomas Varela Santana, Richard Combes, Mari Kobayashi
Device-to-Device Aided Multicasting. ISIT (2018)
Thomas Varela Santana, Richard Combes, Mari Kobayashi
Device-to-Device Aided Multicasting. CoRR (2018)
Julien Floquet, Richard Combes, Zwi Altman
Hierarchical Beamforming: Resource Allocation, Fairness and Flow Level Performance. SIGMETRICS Perform. Evaluation Rev. 46 (3) (2018)
Richard Combes, Stefan Magureanu, Alexandre Proutière
Generic Asymptotically Optimal Algorithms for Multi-Armed Bandits. Allerton (2018)
Richard Combes, Asma Ghorbel, Mari Kobayashi, Sheng Yang
Utility Optimal Scheduling for Coded Caching in General Topologies. ISIT (2018)
Richard Combes, Mikael Touati
Computationally Efficient Estimation of the Spectral Gap of a Markov Chain. CoRR (2018)
Richard Combes, Sheng Yang
An Approximate ML Detector for MIMO Channels Corrupted by Phase Noise. IEEE Trans. Commun. 66 (3) (2018)
Julien Floquet, Richard Combes, Zwi Altman
Hierarchical Beamforming: Resource Allocation, Fairness and Flow Level Performance. CoRR (2018)
Richard Combes, Asma Ghorbel, Mari Kobayashi, Sheng Yang
Utility Optimal Scheduling for Coded Caching in General Topologies. IEEE J. Sel. Areas Commun. 36 (8) (2018)
Mohammad Sadegh Talebi, Zhenhua Zou, Richard Combes, Alexandre Proutière, Mikael Johansson
Stochastic Online Shortest Path Routing: The Value of Feedback. IEEE Trans. Autom. Control. 63 (4) (2018)
Richard Combes, Asma Ghorbel, Mari Kobayashi, Sheng Yang
Utility Optimal Scheduling for Coded Caching in General Topologies. CoRR (2018)
Asma Ghorbel, Khac-Hoang Ngo, Richard Combes, Mari Kobayashi, Sheng Yang
Opportunistic Content Delivery in Fading Broadcast Channels. GLOBECOM (2017)
Thomas Bonald, Richard Combes
A Minimax Optimal Algorithm for Crowdsourcing. NIPS (2017)
Richard Combes, Sheng Yang
An Approximate ML Detector for MIMO Channels Corrupted by Phase Noise. CoRR (2017)
Richard Combes, Stefan Magureanu, Alexandre Proutière
Minimal Exploration in Structured Stochastic Bandits. CoRR (2017)
Asma Ghorbel, Khac-Hoang Ngo, Richard Combes, Mari Kobayashi, Sheng Yang
Opportunistic Content Delivery in Fading Broadcast Channels. CoRR (2017)
Richard Combes, Stefan Magureanu, Alexandre Proutière
Minimal Exploration in Structured Stochastic Bandits. NIPS (2017)
Richard Combes, Habib Sidi, Salah-Eddine Elayoubi
Multipath Streaming: Fundamental Limits and Efficient Algorithms. IEEE J. Sel. Areas Commun. 35 (1) (2017)
Thomas Bonald, Richard Combes
A Streaming Algorithm for Crowdsourced Data Classification. CoRR (2016)
Thomas Bonald, Richard Combes
Crowdsourcing: Low complexity, Minimax Optimal Algorithms. CoRR (2016)
Richard Combes, Habib Sidi, Salah-Eddine Elayoubi
Multipath streaming: fundamental limits and efficient algorithms. CoRR (2016)
Richard Combes, Habib Sidi, Salah-Eddine Elayoubi
Multipath Streaming: Fundamental Limits and Efficient Algorithms. SIGMETRICS (2016)
Richard Combes
An extension of McDiarmid's inequality. CoRR (2015)
Richard Combes, Stefan Magureanu, Alexandre Proutière, Cyrille Laroche
Learning to Rank: Regret Lower Bounds and Efficient Algorithms. SIGMETRICS (2015)
Richard Combes, Mohammad Sadegh Talebi, Alexandre Proutière, Marc Lelarge
Combinatorial Bandits Revisited. NIPS (2015)
Richard Combes, Marc Lelarge, Alexandre Proutière, M. Sadegh Talebi
Stochastic and Adversarial Combinatorial Bandits. CoRR (2015)
Richard Combes, Salah-Eddine Elayoubi, Arshad Ali, Louai Saker, Tijani Chahed
Optimal online control for sleep mode in green base stations. Comput. Networks 78 (2015)
Richard Combes, Chong Jiang, Rayadurgam Srikant
Bandits with Budgets: Regret Lower Bounds and Optimal Algorithms. SIGMETRICS (2015)
Richard Combes, Alexandre Proutière
Dynamic Rate and Channel Selection in Cognitive Radio Systems. IEEE J. Sel. Areas Commun. 33 (5) (2015)
Stefan Magureanu, Richard Combes, Alexandre Proutière
Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms. COLT (2014)
Stefan Magureanu, Richard Combes, Alexandre Proutière
Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms. CoRR (2014)
Abdoulaye Tall, Richard Combes, Zwi Altman, Eitan Altman
Distributed Coordination of Self-Organizing Mechanisms in Communication Networks. IEEE Trans. Control. Netw. Syst. 1 (4) (2014)
Richard Combes, Alexandre Proutière
Dynamic Rate and Channel Selection in Cognitive Radio Systems. CoRR (2014)
Richard Combes, Alexandre Proutière
Unimodal Bandits without Smoothness. CoRR (2014)
Richard Combes, Alexandre Proutière
Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms. CoRR (2014)
Richard Combes, Alexandre Proutière, Donggyu Yun, Jungseul Ok, Yung Yi
Optimal Rate Sampling in 802.11 systems. INFOCOM (2014)
Richard Combes, Alexandre Proutière
Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms. ICML (2014)
Richard Combes, Zwi Altman, Eitan Altman
Coordination of autonomic functionalities in communications networks. WiOpt (2013)
Richard Combes, Alexandre Proutière, Donggyu Yun, Jungseul Ok, Yung Yi
Optimal Rate Sampling in 802.11 Systems. CoRR (2013)
Nikolaos Koutsouris, Kostas Tsagkaris, Panagiotis Demestichas, Zwi Altman, Richard Combes, Pierre Peloso, Laurent Ciavaglia, Lefteris Mamatas, Stuart Clayman, Alex Galis
Conflict free coordination of SON functions in a Unified Management Framework: Demonstration of a proof of concept prototyping platform. IM (2013)
Veeraruna Kavitha, Richard Combes
Mixed Polling with Rerouting and Applications. CoRR (2013)
Richard Combes, Zwi Altman, Eitan Altman
Interference coordination in wireless networks: A flow-level perspective. INFOCOM (2013)
Richard Combes, Ilham El Bouloumi, Stéphane Sénécal, Zwi Altman
The association problem in wireless networks: a Policy Gradient Reinforcement Learning approach. CoRR (2013)
Sara Akbarzadeh, Richard Combes, Zwi Altman
Self-organizing femtocell offloading at the flow level. Int. J. Netw. Manag. 23 (4) (2013)
Veeraruna Kavitha, Richard Combes
Mixed polling with rerouting and applications. Perform. Evaluation 70 (11) (2013)
Richard Combes, Jean Marc Kelif
A justification of the fluid network model using stochastic geometry. ICC (2013)
Kostas Tsagkaris, Nikos Koutsouris, Panagiotis Demestichas, Richard Combes, Zwi Altman
SON Coordination in a Unified Management Framework. VTC Spring (2013)
Abdoulaye Tall, Richard Combes, Zwi Altman, Eitan Altman
Distributed coordination of self-organizing mechanisms in communication networks. CoRR (2013)
Richard Combes, Eitan Altman
Flow-level performance of random wireless networks. CoRR (2013)
Sara Akbarzadeh, Richard Combes, Zwi Altman
Network capacity enhancement of OFDMA system using self-organized femtocell off-load. WCNC (2012)
Richard Combes, Zwi Altman, Eitan Altman
Coordination of autonomic functionalities in communications networks CoRR (2012)
Panagiotis Spapis, Rouzbeh Razavi, Stylianos Georgoulas, Zwi Altman, Richard Combes, Aimilia Bantouna
On the role of learning in autonomic network management: The UniverSelf project approach. Future Network & Mobile Summit (2012)
Louai Saker, Salah-Eddine Elayoubi, Richard Combes, Tijani Chahed
Optimal Control of Wake Up Mechanisms of Femtocells in Heterogeneous Networks. IEEE J. Sel. Areas Commun. 30 (3) (2012)
Richard Combes, Zwi Altman, Eitan Altman
Self-Organizing Relays: Dimensioning, Self-Optimization, and Learning. IEEE Trans. Netw. Serv. Manag. 9 (4) (2012)
Richard Combes, Zwi Altman, Eitan Altman
Self-organization in wireless networks: A flow-level perspective. INFOCOM (2012)
Richard Combes, Zwi Altman, Eitan Altman
Scheduling gain for frequency-selective Rayleigh-fading channels with application to self-organizing packet scheduling. Perform. Evaluation 68 (8) (2011)
Richard Combes, Salah-Eddine Elayoubi, Zwi Altman
Cross-layer analysis of scheduling gains: Application to LMMSE receivers in frequency-selective Rayleigh-fading channels. WiOpt (2011)
Eitan Altman, Richard Combes, Zwi Altman, Sylvain Sorin
Routing games in the many players regime. VALUETOOLS (2011)
Richard Combes, Zwi Altman, Eitan Altman
A self-optimization method for coverage-capacity optimization in OFDMA networks with MIMO. VALUETOOLS (2011)
Richard Combes, Zwi Altman, Eitan Altman
Self-Organizing Fractional Power Control for Interference Coordination in OFDMA Networks. ICC (2011)
Richard Combes, Zwi Altman, Eitan Altman
Self-organizing relays in LTE networks: Queuing analysis and algorithms. CNSM (2011)
Richard Combes, Zwi Altman, Eitan Altman
On the use of packet scheduling in self-optimization processes: Application to coverage-capacity optimization. WiOpt (2010)