Fan Chen
Affiliations:- Massachusetts Institute of Technology, MIT, Machine Learning Optimization, MA, USA
- Peking University, Department of Mathematics, Beijing, China (2019-2023)
According to our database1,
Fan Chen
authored at least 5 papers
between 2022 and 2023.
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Bibliography
2023
Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Unified Algorithms for RL with Decision-Estimation Coefficients: No-Regret, PAC, and Reward-Free Learning.
CoRR, 2022
Independent Natural Policy Gradient Methods for Potential Games: Finite-time Global Convergence with Entropy Regularization.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022