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Yassir Jedra

Optimal Algorithms for Multiplayer Multi-Armed Bandits
2019 · Po-An Wang, Alexandre Proutière, et al. · International Conference on Artificial Intelligence and Statistics · 44
Finite-time Identification of Stable Linear Systems Optimality of the Least-Squares Estimator
2020 · Yassir Jedra, Alexandre Proutiere · IEEE Conference on Decision and Control (CDC) · 32
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Sample Complexity Lower Bounds for Linear System Identification
2019 · Yassir Jedra, Alexandre Proutiere · IEEE Conference on Decision and Control (CDC) · 30
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A Tutorial on the Non-Asymptotic Theory of System Identification
2023 · Ingvar Ziemann, Anastasios Tsiamis, et al. · IEEE Conference on Decision and Control (CDC) · 24
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Finite-Time Identification of Linear Systems: Fundamental Limits and Optimal Algorithms
2022 · Yassir Jedra, Alexandre Proutiere · IEEE Transactions on Automatic Control · 23
Optimal Best-arm Identification in Linear Bandits
2020 · Jedra, Yassir, Proutiere, Alexandre · arXiv (Cornell University) · 23
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Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach
2022 · Filippo Vannella, Alexandre Proutiere, et al. · IEEE Conference on Computer Communications (INFOCOM) · 10
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Minimal Expected Regret in Linear Quadratic Control
2021 · Jedra, Yassir, Proutiere, Alexandre · arXiv (Cornell University) · 9
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Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandits Approach
2024 · Filippo Vannella, Alexandre Proutiere, et al. · IEEE Transactions on Mobile Computing · 7
Constrained Deep Reinforcement Learning for Fronthaul Compression Optimization
2024 · Axel Grönland, Alessio Russo, et al. · IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) · 3
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Best Policy Identification in Linear MDPs
2023 · Jérôme Taupin, Yassir Jedra, et al. · Allerton Conference on Communication, Control, and Computing · 2
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Learning Linear Dynamics from Bilinear Observations
2025 · Yahya Sattar, Yassir Jedra, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 1
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Finite Sample Identification of Partially Observed Bilinear Dynamical Systems
2025 · Sattar, Yahya, Jedra, Yassir, et al. · arXiv (Cornell University) · 1
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Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
2024 · Stefan Stojanovic, Yassir Jedra, et al. · neural information processing systems · 1
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Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
2023 · Stefan Stojanovic, Yassir Jedra, et al. · neural information processing systems · 1
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Nearly Optimal Latent State Decoding in Block MDPs
2022 · Jedra, Yassir, Lee, Junghyun, et al. · arXiv (Cornell University) · 1
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Performance Gaps Between Open-Loop, Certainty-Equivalent, and Optimal Control Under Action-Dependent Observations
2026 · Maynard-Zhang, Leo, Choi, Sunmook, et al. · arXiv (Cornell University)
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Learning and Control Beyond Linearity: Towards a Non-asymptotic Theory for Bilinear Systems
2026 · Sattar, Yahya, Jedra, Yassir, et al. · arXiv (Cornell University)
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Two-Layer Linear Auto-Regressive Models Estimate Latent States
2026 · Sattar, Yahya, Choi, Sunmook, et al. · arXiv (Cornell University)
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Instance-Optimal Estimation with Multiple LLM Judges on a Budget
2026 · Lee, Junghyun, Kim, Sanghwa, et al. · arXiv (Cornell University)
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Sub-optimality of the Separation Principle for Quadratic Control from Bilinear Observations
2025 · Yahya Sattar, Sunmook Choi, et al. · IEEE Conference on Decision and Control (CDC)
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Minimal Order Recovery through Rank-adaptive Identification
2025 · Frédéric Zheng, Yassir Jedra, et al. · IEEE Conference on Decision and Control (CDC)
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Explore-then-Commit for Nonstationary Linear Bandits with Latent Dynamics
2025 · Choi, Sunmook, Sattar, Yahya, et al. · arXiv (Cornell University)
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Near-optimal Rank Adaptive Inference of High Dimensional Matrices
2025 · Zheng, Frédéric, Jedra, Yassir, et al. · arXiv (Cornell University)
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Near-Optimal Clustering in Mixture of Markov Chains
2025 · Lee, Junghyun, Jedra, Yassir, et al. · arXiv (Cornell University)
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Works count: 31
Citation count: 212
H-index: 8
I10-index: 7
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