Yassir Jedra

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Top Venues

Publications

Yassir Jedra, William Réveillard, Stefan Stojanovic, Alexandre Proutière
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery. CoRR (2024)
Stefan Stojanovic, Yassir Jedra, Alexandre Proutière
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning. CoRR (2023)
Ingvar M. Ziemann, Anastasios Tsiamis, Bruce D. Lee, Yassir Jedra, Nikolai Matni, George J. Pappas
A Tutorial on the Non-Asymptotic Theory of System Identification. CDC (2023)
Axel Grönland, Alessio Russo, Yassir Jedra, Bleron Klaiqi, Xavier Gelabert
Constrained Deep Reinforcement Learning for Fronthaul Compression Optimization. CoRR (2023)
Ingvar M. Ziemann, Anastasios Tsiamis, Bruce D. Lee, Yassir Jedra, Nikolai Matni, George J. Pappas
A Tutorial on the Non-Asymptotic Theory of System Identification. CoRR (2023)
Jérôme Taupin, Yassir Jedra, Alexandre Proutière
Best Policy Identification in Linear MDPs. Allerton (2023)
Yassir Jedra, Alexandre Proutière
Finite-Time Identification of Linear Systems: Fundamental Limits and Optimal Algorithms. IEEE Trans. Autom. Control. 68 (5) (2023)
Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun
Nearly Optimal Latent State Decoding in Block MDPs. AISTATS (2023)
Stefan Stojanovic, Yassir Jedra, Alexandre Proutière
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning. NeurIPS (2023)
Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun
Nearly Optimal Latent State Decoding in Block MDPs. CoRR (2022)
Jerome Taupin, Yassir Jedra, Alexandre Proutière
Best Policy Identification in Linear MDPs. CoRR (2022)
Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach. CoRR (2022)
Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach. INFOCOM (2022)
Yassir Jedra, Alexandre Proutière
Minimal Expected Regret in Linear Quadratic Control. AISTATS (2022)
Yassir Jedra, Alexandre Proutière
Minimal Expected Regret in Linear Quadratic Control. CoRR (2021)
Yassir Jedra, Alexandre Proutière
Finite-time Identification of Stable Linear Systems Optimality of the Least-Squares Estimator. CDC (2020)
Yassir Jedra, Alexandre Proutière
Optimal Best-arm Identification in Linear Bandits. NeurIPS (2020)
Yassir Jedra, Alexandre Proutière
Finite-time Identification of Stable Linear Systems: Optimality of the Least-Squares Estimator. CoRR (2020)
Yassir Jedra, Alexandre Proutière
Optimal Best-arm Identification in Linear Bandits. CoRR (2020)
Po-An Wang, Alexandre Proutière, Kaito Ariu, Yassir Jedra, Alessio Russo
Optimal Algorithms for Multiplayer Multi-Armed Bandits. AISTATS (2020)
Yassir Jedra, Alexandre Proutière
Sample Complexity Lower Bounds for Linear System Identification. CoRR (2019)
Yassir Jedra, Alexandre Proutière
Sample Complexity Lower Bounds for Linear System Identification. CDC (2019)