Publications (29)
Exploration in Structured Reinforcement Learning
Jungseul Ok, Alexandre Proutiere, Damianos Tranos
Streaming, Memory Limited Algorithms for Community Detection
Se-Young Yun, Marc Lelarge, Alexandre Proutiere
Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms
Stefan Magureanu, Richard Combes, Alexandre Proutiere
Stochastic Online Shortest Path Routing: The Value of Feedback
M. Sadegh Talebi, Zhenhua Zou, Richard Combes +2
Combinatorial Bandits Revisited
Richard Combes, M. Sadegh Talebi, Alexandre Proutiere +1
Emergent Behaviors over Signed Random Dynamical Networks: Relative-State-Flipping Model
Guodong Shi, Alexandre Proutiere, Mikael Johansson +2
Convergence and Tradeoff of Utility-Optimal CSMA
Jiaping Liu, Yung Yi, Alexandre Proutiere +2
Streaming, Memory Limited Matrix Completion with Noise
Se-Young Yun, Marc Lelarge, Alexandre Proutiere
Accurate Community Detection in the Stochastic Block Model via Spectral Algorithms
Se-Young Yun, Alexandre Proutiere
Unimodal Bandits without Smoothness
Richard Combes, Alexandre Proutiere
Optimal Rate Sampling in 802.11 Systems
Richard Combes, Alexandre Proutiere, Donggyu Yun +2
Optimal Cluster Recovery in the Labeled Stochastic Block Model
Se-Young Yun, Alexandre Proutiere
Dynamic Rate and Channel Selection in Cognitive Radio Systems
Richard Combes, Alexandre Proutiere
Optimal Attacks on Reinforcement Learning Policies
Alessio Russo, Alexandre Proutiere
Feedback Policies for Measurement-based Quantum State Manipulation
Shuangshuang Fu, Guodong Shi, Alexandre Proutiere +1
Boolean Gossip Networks
Bo Li, Junfeng Wu, Hongsheng Qi +2
Distributed Load Balancing in Heterogeneous Systems
Se-Young Yun, Alexandre Proutiere
Minimal Exploration in Structured Stochastic Bandits
Richard Combes, Stefan Magureanu, Alexandre Proutiere
Community Detection via Random and Adaptive Sampling
Se-Young Yun, Alexandre Proutiere
Optimal Distributed Scheduling in Wireless Networks under the SINR interference model
Prasanna Chaporkar, Alexandre Proutiere
Strategic Arrivals to Queues Offering Priority Service
Rajat Talak, D. Manjunath, Alexandre Proutiere
Cluster-Aided Mobility Predictions
Jaeseong Jeong, Mathieu Leconte, Alexandre Proutiere
Distributed Online Linear Regression
Deming Yuan, Alexandre Proutiere, Guodong Shi
Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms
Richard Combes, Alexandre Proutiere
A particle system in interaction with a rapidly varying environment: Mean field limits and applications
Charles Bordenave, David McDonald, Alexandre Proutiere
Emergent Behaviors over Signed Random Networks in Dynamical Environments
Guodong Shi, Alexandre Proutiere, Mikael Johansson +2
Asymptotic stability region of slotted-Aloha
Charles Bordenave, David McDonald, Alexandre Proutiere
The Evolution of Beliefs over Signed Social Networks
Guodong Shi, Alexandre Proutiere, Mikael Johansson +2
Spectrum Bandit Optimization
Marc Lelarge, Alexandre Proutiere, M. Sadegh Talebi