A. Proutière

Most-cited papers

Combinatorial Bandits Revisited
Richard Combes, M. S. Talebi, A. Proutière, M. Lelarge
2015Neural Information Processing Systems250 citations
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Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms
Stefan Magureanu, Richard Combes, A. Proutière
2014Annual Conference Computational Learning Theory183 citations
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Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms
Richard Combes, A. Proutière
2014International Conference on Machine Learning153 citations
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Minimal Exploration in Structured Stochastic Bandits
Richard Combes, Stefan Magureanu, A. Proutière
2017Neural Information Processing Systems130 citations
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Optimal Best-arm Identification in Linear Bandits
Yassir Jedra, A. Proutière
2020Neural Information Processing Systems101 citations
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Optimal Algorithms for Multiplayer Multi-Armed Bandits
Po-An Wang, A. Proutière, Kaito Ariu, Yassir Jedra +1 more
2019International Conference on Artificial Intelligence and Statistics97 citations
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From self-tuning regulators to reinforcement learning and back again
N. Matni, A. Proutière, A. Rantzer, Stephen Tu
2019IEEE Conference on Decision and Control93 citations Open access
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Distributed Online Optimization With Long-Term Constraints
De-Ming Yuan, A. Proutière, Guodong Shi
2019IEEE Transactions on Automatic Control86 citations Open access
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Accurate Community Detection in the Stochastic Block Model via Spectral Algorithms
Seyoung Yun, A. Proutière
2014arXiv.org86 citations
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Optimal Cluster Recovery in the Labeled Stochastic Block Model
Seyoung Yun, A. Proutière
2015Neural Information Processing Systems83 citations
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Exploration in Structured Reinforcement Learning
Jungseul Ok, A. Proutière, Damianos Tranos
2018Neural Information Processing Systems72 citations
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Learning to Personalize in Appearance-Based Gaze Tracking
Erik Lindén, Jonas Sjöstrand, A. Proutière
20182019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)61 citations Open access
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Optimal Rate Sampling in 802.11 Systems: Theory, Design, and Implementation
Richard Combes, Jungseul Ok, A. Proutière, Donggyu Yun +1 more
2019IEEE Transactions on Mobile Computing57 citations
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Fast Pure Exploration via Frank-Wolfe
Po-An Wang, Ruo-Chun Tzeng, A. Proutière
2021Neural Information Processing Systems56 citations
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Community Detection via Random and Adaptive Sampling
Seyoung Yun, A. Proutière
2014Annual Conference Computational Learning Theory55 citations
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Finite-time Identification of Stable Linear Systems Optimality of the Least-Squares Estimator
Yassir Jedra, A. Proutière
2020IEEE Conference on Decision and Control54 citations Open access
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Dynamic Rate and Channel Selection in Cognitive Radio Systems
Richard Combes, A. Proutière
2014IEEE Journal on Selected Areas in Communications50 citations Open access
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Optimal Attacks on Reinforcement Learning Policies
Alessio Russo, A. Proutière
2019arXiv.org49 citations
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Sample Complexity Lower Bounds for Linear System Identification
Yassir Jedra, A. Proutière
2019IEEE Conference on Decision and Control48 citations Open access
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Distributed Online Linear Regressions
De-Ming Yuan, A. Proutière, Guodong Shi
2019IEEE Transactions on Information Theory38 citations
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Cluster-aided mobility predictions
Jaeseong Jeong, M. Leconte, A. Proutière
2015IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications36 citations Open access
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Navigating to the Best Policy in Markov Decision Processes
Aymen Al Marjani, Aurélien Garivier, A. Proutière
2021Neural Information Processing Systems35 citations
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Finite-Time Identification of Linear Systems: Fundamental Limits and Optimal Algorithms
Yassir Jedra, A. Proutière
2023IEEE Transactions on Automatic Control34 citations
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Learning to Rank
Richard Combes, Stefan Magureanu, A. Proutière, Cyrille Laroche
2015Measurement and Modeling of Computer Systems33 citations Open access
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Adaptive Sampling for Best Policy Identification in Markov Decision Processes
Aymen Al Marjani, A. Proutière
2020International Conference on Machine Learning29 citations
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Emergent Behaviors Over Signed Random Dynamical Networks: State-Flipping Model
Guodong Shi, A. Proutière, M. Johansson, J. Baras +1 more
2014IEEE Transactions on Control of Network Systems29 citations Open access
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Poisoning Attacks against Data-Driven Control Methods
Alessio Russo, A. Proutière
2021American Control Conference25 citations Open access
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Towards Optimal Attacks on Reinforcement Learning Policies
Alessio Russo, A. Proutière
2021American Control Conference25 citations
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Learning Proportionally Fair Allocations with Low Regret
M. S. Talebi, A. Proutière
2018Measurement and Modeling of Computer Systems25 citations
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Minimal Expected Regret in Linear Quadratic Control
Yassir Jedra, A. Proutière
2021International Conference on Artificial Intelligence and Statistics24 citations
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Multi-armed Bandit with Additional Observations
Donggyu Yun, Sumyeong Ahn, A. Proutière, Jin-Woo Shin +1 more
2018Proceedings of the ACM on Measurement and Analysis of Computing Systems23 citations
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Streaming, Memory Limited Algorithms for Community Detection
Seyoung Yun, M. Lelarge, A. Proutière
2014Neural Information Processing Systems22 citations
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An Optimal Algorithm for Stochastic Matroid Bandit Optimization
M. S. Talebi, A. Proutière
2016Adaptive Agents and Multi-Agent Systems21 citations
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Thresholded LASSO Bandit
Kaito Ariu, Kenshi Abe, A. Proutière
2020International Conference on Machine Learning20 citations
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A stochastic multi-armed bandit approach to nonparametric H∞-norm estimation
Matias I. Müller, Patricio E. Valenzuela, A. Proutière, Cristian R. Rojas
2017IEEE Conference on Decision and Control18 citations Open access
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Unimodal Bandits without Smoothness
Richard Combes, A. Proutière
2014arXiv.org18 citations
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A generative model of a limit order book using recurrent neural networks
Hanna Hultin, Henrik Hult, A. Proutière, Samuel Samama +1 more
2023Quantitative finance (Print)15 citations Open access
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Off-policy Learning for Remote Electrical Tilt Optimization
Filippo Vannella, Jaeseong Jeong, A. Proutière
2020IEEE Vehicular Technology Conference15 citations Open access
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Clustering in Block Markov Chains
J. Sanders, A. Proutière, Seyoung Yun
2017Annals of Statistics15 citations Open access
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Tube-Based Zonotopic Data-Driven Predictive Control
Alessio Russo, A. Proutière
2022American Control Conference13 citations Open access
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Consistent Change Point Detection for Piecewise Constant Signals With Normalized Fused LASSO
Arash Owrang, Mohammadreza Malek-Mohammadi, A. Proutière, M. Jansson
2017IEEE Signal Processing Letters13 citations Open access
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Distributed Proportional Fair Load Balancing in Heterogenous Systems
Seyoung Yun, A. Proutière
2015Measurement and Modeling of Computer Systems13 citations
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Feedback policies for measurement-based quantum state manipulation
Shuangshuang Fu, Guodong Shi, A. Proutière, M. James
201413 citations Open access
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Off-Policy Learning in Contextual Bandits for Remote Electrical Tilt Optimization
Filippo Vannella, Jaeseong Jeong, A. Proutière
2023IEEE Transactions on Vehicular Technology12 citations
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Emergent Behaviors Over Signed Random Dynamical Networks: Relative-State-Flipping Model
Guodong Shi, A. Proutière, M. Johansson, J. Baras +1 more
2014IEEE Transactions on Control of Network Systems12 citations Open access
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Conformal Off-Policy Evaluation in Markov Decision Processes
Daniele Foffano, Alessio Russo, A. Proutière
2023IEEE Conference on Decision and Control11 citations Open access
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Greedy-Bayes for Targeted News Dissemination
L. Massoulié, Mesrob I. Ohannessian, A. Proutière
2015Measurement and Modeling of Computer Systems11 citations
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Network Synchronization with Convexity
Guodong Shi, A. Proutière, K. Johansson
2014SIAM Journal of Control and Optimization11 citations Open access
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Measurement-based Admission Control in Sliced Networks: A Best Arm Identification Approach
Simon Lindstaahl, A. Proutière, A. Johnsson
202210 citations
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Data-Driven Control and Data-Poisoning attacks in Buildings: the KTH Live-In Lab case study
Alessio Russo, M. Molinari, A. Proutière
20212021 29th Mediterranean Conference on Control and Automation (MED)10 citations Open access
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