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Yassir Jedra
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2020 – today
- 2024
- [j2]Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong:
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandits Approach. IEEE Trans. Mob. Comput. 23(12): 12666-12679 (2024) - [c11]Yassir Jedra, William Réveillard, Stefan Stojanovic, Alexandre Proutière:
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery. ICML 2024 - [i13]Yassir Jedra, William Réveillard, Stefan Stojanovic, Alexandre Proutière:
Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery. CoRR abs/2402.15739 (2024) - [i12]Yahya Sattar, Yassir Jedra, Sarah Dean:
Learning Linear Dynamics from Bilinear Observations. CoRR abs/2409.16499 (2024) - [i11]Stefan Stojanovic, Yassir Jedra, Alexandre Proutière:
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation. CoRR abs/2410.23434 (2024) - 2023
- [b1]Yassir Jedra:
Statistical Learning in Linearly Structured Systems: Identification, Control, and Reinforcement Learning. Royal Institute of Technology, Stockholm, Sweden, 2023 - [j1]Yassir Jedra, Alexandre Proutière:
Finite-Time Identification of Linear Systems: Fundamental Limits and Optimal Algorithms. IEEE Trans. Autom. Control. 68(5): 2805-2820 (2023) - [c10]Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun:
Nearly Optimal Latent State Decoding in Block MDPs. AISTATS 2023: 2805-2904 - [c9]Jérôme Taupin, Yassir Jedra, Alexandre Proutière:
Best Policy Identification in Linear MDPs. Allerton 2023: 1-8 - [c8]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: 8921-8939 - [c7]Stefan Stojanovic, Yassir Jedra, Alexandre Proutière:
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning. NeurIPS 2023 - [i10]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 abs/2309.03873 (2023) - [i9]Axel Grönland, Alessio Russo, Yassir Jedra, Bleron Klaiqi, Xavier Gelabert:
Constrained Deep Reinforcement Learning for Fronthaul Compression Optimization. CoRR abs/2309.15060 (2023) - [i8]Stefan Stojanovic, Yassir Jedra, Alexandre Proutière:
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning. CoRR abs/2310.06793 (2023) - 2022
- [c6]Yassir Jedra, Alexandre Proutière:
Minimal Expected Regret in Linear Quadratic Control. AISTATS 2022: 10234-10321 - [c5]Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong:
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach. INFOCOM 2022: 740-749 - [i7]Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong:
Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach. CoRR abs/2201.02169 (2022) - [i6]Jérôme Taupin, Yassir Jedra, Alexandre Proutière:
Best Policy Identification in Linear MDPs. CoRR abs/2208.05633 (2022) - [i5]Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun:
Nearly Optimal Latent State Decoding in Block MDPs. CoRR abs/2208.08480 (2022) - 2021
- [i4]Yassir Jedra, Alexandre Proutière:
Minimal Expected Regret in Linear Quadratic Control. CoRR abs/2109.14429 (2021) - 2020
- [c4]Po-An Wang, Alexandre Proutière, Kaito Ariu, Yassir Jedra, Alessio Russo:
Optimal Algorithms for Multiplayer Multi-Armed Bandits. AISTATS 2020: 4120-4129 - [c3]Yassir Jedra, Alexandre Proutière:
Finite-time Identification of Stable Linear Systems Optimality of the Least-Squares Estimator. CDC 2020: 996-1001 - [c2]Yassir Jedra, Alexandre Proutière:
Optimal Best-arm Identification in Linear Bandits. NeurIPS 2020 - [i3]Yassir Jedra, Alexandre Proutière:
Finite-time Identification of Stable Linear Systems: Optimality of the Least-Squares Estimator. CoRR abs/2003.07937 (2020) - [i2]Yassir Jedra, Alexandre Proutière:
Optimal Best-arm Identification in Linear Bandits. CoRR abs/2006.16073 (2020)
2010 – 2019
- 2019
- [c1]Yassir Jedra, Alexandre Proutière:
Sample Complexity Lower Bounds for Linear System Identification. CDC 2019: 2676-2681 - [i1]Yassir Jedra, Alexandre Proutière:
Sample Complexity Lower Bounds for Linear System Identification. CoRR abs/1903.10343 (2019)
Coauthor Index
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last updated on 2024-12-02 21:32 CET by the dblp team
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