Yassir Jedra

According to our database, Yassir Jedra authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandits Approach.

Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong

IEEE Trans. Mob. Comput., December, 2024

Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation.

Stefan Stojanovic, Yassir Jedra, Alexandre Proutière

CoRR, 2024

Learning Linear Dynamics from Bilinear Observations.

Yahya Sattar, Yassir Jedra, Sarah Dean

CoRR, 2024

Low-Rank Bandits via Tight Two-to-Infinity Singular Subspace Recovery.

Yassir Jedra, William Réveillard, Stefan Stojanovic, Alexandre Proutière

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Finite-Time Identification of Linear Systems: Fundamental Limits and Optimal Algorithms.

Yassir Jedra, Alexandre Proutière

IEEE Trans. Autom. Control., May, 2023

Statistical Learning in Linearly Structured Systems: Identification, Control, and Reinforcement Learning.

Yassir Jedra

PhD thesis, 2023

Constrained Deep Reinforcement Learning for Fronthaul Compression Optimization.

Axel Grönland, Alessio Russo, Yassir Jedra, Bleron Klaiqi, Xavier Gelabert

CoRR, 2023

Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning.

Stefan Stojanovic, Yassir Jedra, Alexandre Proutière

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Tutorial on the Non-Asymptotic Theory of System Identification.

Ingvar M. Ziemann, Anastasios Tsiamis, Bruce D. Lee, Yassir Jedra, Nikolai Matni, George J. Pappas

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Best Policy Identification in Linear MDPs.

Jérôme Taupin, Yassir Jedra, Alexandre Proutière

Proceedings of the 59th Annual Allerton Conference on Communication, 2023

Nearly Optimal Latent State Decoding in Block MDPs.

Yassir Jedra, Junghyun Lee, Alexandre Proutière, Se-Young Yun

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach.

Filippo Vannella, Alexandre Proutière, Yassir Jedra, Jaeseong Jeong

Proceedings of the IEEE INFOCOM 2022, 2022

Minimal Expected Regret in Linear Quadratic Control.

Yassir Jedra, Alexandre Proutière

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2020

Optimal Best-arm Identification in Linear Bandits.

Yassir Jedra, Alexandre Proutière

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Finite-time Identification of Stable Linear Systems Optimality of the Least-Squares Estimator.

Yassir Jedra, Alexandre Proutière

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Optimal Algorithms for Multiplayer Multi-Armed Bandits.

Po-An Wang, Alexandre Proutière, Kaito Ariu, Yassir Jedra, Alessio Russo

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Sample Complexity Lower Bounds for Linear System Identification.

Yassir Jedra, Alexandre Proutière

Proceedings of the 58th IEEE Conference on Decision and Control, 2019