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Proutiere, Alexandre

  1. Optimal Attacks on Reinforcement Learning Policies
    2019/07/31 by Alessio Russo, Alexandre Proutiere, Russo, Alessio +1 · 1 voice · 3 citations
    Computer Science · Mathematics · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CR #cs.LG #stat.ML
  2. Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms
    2014/05/20 by Richard Combes, Alexandre Proutière, Combes, Richard +1 · 8 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Game Theory and Applications #Age of Information Optimization
  3. Minimal Exploration in Structured Stochastic Bandits
    2017/11/01 by Richard Combes, Combes, Richard, Stefan Magureanu +3 · 10 citations
    Decision Sciences · Business, Management and Accounting · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Consumer Market Behavior and Pricing
  4. Lipschitz Bandits: Regret Lower Bounds and Optimal Algorithms
    2014/05/19 by Magureanu, Stefan, Combes, Richard, Proutiere, Alexandre · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Distributed Online Optimization with Long-Term Constraints
    2019/12/20 by Deming Yuan, Alexandre Proutière, Yuan, Deming +3 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Optimization and Search Problems #Stochastic Gradient Optimization Techniques
  6. Accurate Community Detection in the Stochastic Block Model via Spectral Algorithms
    2014/12/23 by Yun, Se-Young, Proutiere, Alexandre · 3 citations
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  7. Optimal Cluster Recovery in the Labeled Stochastic Block Model
    2015/10/20 by Se-Young Yun, Yun, Se-Young, Alexandre Proutière +1 · 3 citations
    Computer Science · Mathematics · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Random Matrices and Applications #Social and Information Networks (cs.SI)
  8. Sample Complexity Lower Bounds for Linear System Identification
    2019/03/25 by Jedra, Yassir, Proutiere, Alexandre · 4 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
  9. Finite-time Identification of Stable Linear Systems: Optimality of the\n Least-Squares Estimator
    2020/03/17 by Yassir Jedra, Jedra, Yassir, Alexandre Proutière +1 · 3 citations
    Computer Science · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST) #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
  10. Exploration in Structured Reinforcement Learning
    2018/06/03 by Jungseul Ok, Ok, Jungseul, Alexandre Proutière +3 · 3 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Machine Learning and Algorithms
  11. Optimal Best-arm Identification in Linear Bandits
    2020/06/29 by Yassir Jedra, Jedra, Yassir, Alexandre Proutière +1 · 4 citations
    Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Reinforcement Learning in Robotics
  12. The Evolution of Beliefs over Signed Social Networks
    2013/07/01 by Shi, Guodong, Proutiere, Alexandre, Johansson, Mikael +2 · 2 citations
    #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  13. Navigating to the Best Policy in Markov Decision Processes
    2021/06/05 by Aymen Al Marjani, Aurélien Garivier, Marjani, Aymen Al +3 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
  14. Poisoning Attacks against Data-Driven Control Methods
    2021/03/10 by Russo, Alessio, Proutiere, Alexandre · 2 citations
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  15. A particle system in interaction with a rapidly varying environment: Mean field limits and applications
    2007/01/12 by Charles Bordenave, David W. McDonald, Bordenave, Charles +4 · 1 citation
    Business, Management and Accounting · Mathematics · Physics and Astronomy · #90B18 #Advanced Queuing Theory Analysis #Complex Network Analysis Techniques #FOS: Mathematics #Probability (math.PR) #Stochastic processes and statistical mechanics #advanced mathematical theories #primary 60K35 #secondary 60K37
  16. Tube-Based Zonotopic Data-Driven Predictive Control
    2022/09/07 by Russo, Alessio, Proutiere, Alexandre · 2 citations
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  17. Optimal Rate Sampling in 802.11 Systems
    2013/07/27 by Combes, Richard, Proutiere, Alexandre, Yun, Donggyu +2 · 1 citation
    #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
  18. Data-Driven Control and Data-Poisoning attacks in Buildings: the KTH\n Live-In Lab case study
    2021/03/10 by Alessio Russo, Marco Molinari, Russo, Alessio +3 · 1 citation
    Engineering · #Electrostatic Discharge in Electronics #FOS: Electrical engineering #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
  19. Balancing detectability and performance of attacks on the control channel of Markov Decision Processes
    2021/09/15 by Russo, Alessio, Proutiere, Alexandre · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
  20. From self-tuning regulators to reinforcement learning and back again
    2019/06/27 by Nikolai Matni, Alexandre Proutière, Matni, Nikolai +5 · 2 citations
    Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  21. Best Arm Identification with Fixed Budget: A Large Deviation Perspective
    2023/12/19 by Po-An Wang, Wang, Po-An, Ruo-Chun Tzeng +3 · 1 citation
    Decision Sciences · Health Professions · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Forecasting Techniques and Applications #Healthcare Operations and Scheduling Optimization #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery
    2024/02/24 by Jedra, Yassir, Réveillard, William, Stojanovic, Stefan +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Conformal Predictions under Markovian Data
    2024/07/21 by Zheng, Frédéric, Proutiere, Alexandre · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)