Federated multi-armed bandits with personalization C Shi, C Shen, J Yang International Conference on Artificial Intelligence and Statistics, 2917-2925, 2021 | 87 | 2021 |
Federated multi-armed bandits C Shi, C Shen 35th AAAI Conference on Artificial Intelligence 35 (11), https://www.aaai …, 2021 | 87 | 2021 |
Nearly minimax optimal offline reinforcement learning with linear function approximation: Single-agent mdp and markov game W Xiong, H Zhong, C Shi, C Shen, L Wang, T Zhang arXiv preprint arXiv:2205.15512, 2022 | 44 | 2022 |
Decentralized multi-player multi-armed bandits with no collision information C Shi, W Xiong, C Shen, J Yang International Conference on Artificial Intelligence and Statistics, 1519-1528, 2020 | 41 | 2020 |
Privacy-aware edge computing based on adaptive DNN partitioning C Shi, L Chen, C Shen, L Song, J Xu 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 31 | 2019 |
A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games W Xiong, H Zhong, C Shi, C Shen, T Zhang ICML 2022, 2022 | 25 | 2022 |
Heterogeneous multi-player multi-armed bandits: Closing the gap and generalization C Shi, W Xiong, C Shen, J Yang Advances in neural information processing systems 34, 22392-22404, 2021 | 24 | 2021 |
Multi-player multi-armed bandits with collision-dependent reward distributions C Shi, C Shen IEEE Transactions on Signal Processing 69, 4385-4402, 2021 | 13 | 2021 |
On no-sensing adversarial multi-player multi-armed bandits with collision communications C Shi, C Shen IEEE Journal on Selected Areas in Information Theory 2 (2), 515-533, 2021 | 11 | 2021 |
(Almost) free incentivized exploration from decentralized learning agents C Shi, H Xu, W Xiong, C Shen Advances in Neural Information Processing Systems 34, 560-571, 2021 | 5* | 2021 |
Best Arm Identification for Prompt Learning under a Limited Budget C Shi, K Yang, J Yang, C Shen arXiv preprint arXiv:2402.09723, 2024 | 4 | 2024 |
Offline reinforcement learning for wireless network optimization with mixture datasets K Yang, C Shi, C Shen, J Yang, S Yeh, JJ Sydir IEEE Transactions on Wireless Communications, 2024 | 3 | 2024 |
On high-dimensional and low-rank tensor bandits C Shi, C Shen, ND Sidiropoulos 2023 IEEE International Symposium on Information Theory (ISIT), 1460-1465, 2023 | 2 | 2023 |
Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources C Shi, W Xiong, C Shen, J Yang ICML 2023, 2023 | 2 | 2023 |
An Attackability Perspective on No-Sensing Adversarial Multi-player Multi-armed Bandits C Shi, C Shen 2021 IEEE International Symposium on Information Theory (ISIT), 533-538, 2021 | 2 | 2021 |
Harnessing the Power of Federated Learning in Federated Contextual Bandits C Shi, R Zhou, K Yang, C Shen arXiv preprint arXiv:2312.16341, 2023 | 1 | 2023 |
Reward Teaching for Federated Multiarmed Bandits C Shi, W Xiong, C Shen, J Yang IEEE Transactions on Signal Processing 71, 4407-4422, 2023 | 1 | 2023 |
Teaching Reinforcement Learning Agents via Reinforcement Learning K Yang, C Shi, C Shen 2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2023 | | 2023 |