Alexandre Proutière
- Unimodal Bandits: Regret Lower Bounds and Optimal Algorithms
2014/05/20 by Richard Combes, Combes, Richard, Alexandre Proutière +1 · 8 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Game Theory and Applications #Age of Information Optimization
- Minimal Exploration in Structured Stochastic Bandits
2017/11/01 by Richard Combes, Combes, Richard, Stefan Magureanu +3 · 11 citations
Decision Sciences · Business, Management and Accounting · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Consumer Market Behavior and Pricing
- Optimal Best-arm Identification in Linear Bandits
2020/06/29 by Yassir Jedra, Alexandre Proutière, Jedra, Yassir +1 · 7 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- Exploration in Structured Reinforcement Learning
2018/06/03 by Jungseul Ok, Ok, Jungseul, Alexandre Proutière +3 · 5 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Machine Learning and Algorithms
- Optimal Cluster Recovery in the Labeled Stochastic Block Model
2015/10/20 by Se-Young Yun, Yun, Se-Young, Alexandre Proutière +1 · 4 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)
- Navigating to the Best Policy in Markov Decision Processes
2021/06/05 by Aymen Al Marjani, Aurélien Garivier, Marjani, Aymen Al +3 · 6 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
- Accurate Community Detection in the Stochastic Block Model via Spectral Algorithms
2014/12/23 by Se-Young Yun, Yun, Se-Young, Alexandre Proutière +1 · 5 citations
Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Opinion Dynamics and Social Influence #Random Matrices and Applications #Social and Information Networks (cs.SI)
- Distributed Online Optimization with Long-Term Constraints
2019/12/20 by Deming Yuan, Yuan, Deming, Alexandre Proutière +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
- 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 · 4 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
- Data-Driven Control and Data-Poisoning attacks in Buildings: the KTH\n Live-In Lab case study
2021/03/10 by Alessio Russo, Russo, Alessio, Marco Molinari +3 · 2 citations
Engineering · #Electrostatic Discharge in Electronics #FOS: Electrical engineering #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
- A particle system in interaction with a rapidly varying environment: Mean field limits and applications
2007/01/12 by Charles Bordenave, Bordenave, Charles, David W. McDonald +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
- Community Detection via Random and Adaptive Sampling
2014/02/13 by Se-Young Yun, Yun, Se-Young, Alexandre Proutière +1 · 1 citation
Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI) #Topological and Geometric Data Analysis
- Best Arm Identification with Fixed Budget: A Large Deviation Perspective
2023/12/19 by Po-An Wang, Ruo-Chun Tzeng, Wang, Po-An +3 · 2 citations
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)
- Thresholded Lasso Bandit
2020/10/22 by Kaito Ariu, Kenshi Abe, Ariu, Kaito +3 · 1 citation
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Age of Information Optimization #Reinforcement Learning in Robotics
- From self-tuning regulators to reinforcement learning and back again
2019/06/27 by Nikolai Matni, Matni, Nikolai, Alexandre Proutière +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