Bridging offline reinforcement learning and imitation learning: A tale of pessimism P Rashidinejad, B Zhu, C Ma, J Jiao, S Russell Advances in Neural Information Processing Systems 34, 11702-11716, 2021 | 279 | 2021 |
Deconstructing Generative Adversarial Networks B Zhu, J Jiao, D Tse arXiv preprint arXiv:1901.09465, 2019 | 138* | 2019 |
Principled reinforcement learning with human feedback from pairwise or k-wise comparisons B Zhu, M Jordan, J Jiao International Conference on Machine Learning, 43037-43067, 2023 | 111 | 2023 |
Joint transceiver optimization for wireless communication PHY using neural network B Zhu, J Wang, L He, J Song IEEE Journal on Selected Areas in Communications 37 (6), 1364-1373, 2019 | 103 | 2019 |
Jump-start reinforcement learning I Uchendu, T Xiao, Y Lu, B Zhu, M Yan, J Simon, M Bennice, C Fu, C Ma, ... International Conference on Machine Learning, 34556-34583, 2023 | 79 | 2023 |
Chatbot arena: An open platform for evaluating llms by human preference WL Chiang, L Zheng, Y Sheng, AN Angelopoulos, T Li, D Li, H Zhang, ... arXiv preprint arXiv:2403.04132, 2024 | 49 | 2024 |
Generalized resilience and robust statistics B Zhu, J Jiao, J Steinhardt The Annals of Statistics 50 (4), 2256-2283, 2022 | 46 | 2022 |
Robust estimation via generalized quasi-gradients B Zhu, J Jiao, J Steinhardt Information and Inference: A Journal of the IMA 11 (2), 581-636, 2022 | 43 | 2022 |
Starling-7B: Improving LLM Helpfulness & Harmlessness with RLAIF B Zhu, E Frick, T Wu, H Zhu, J Jiao https://starling.cs.berkeley.edu/, 2023 | 35 | 2023 |
The sample complexity of online contract design B Zhu, S Bates, Z Yang, Y Wang, J Jiao, MI Jordan arXiv preprint arXiv:2211.05732, 2022 | 35 | 2022 |
S-lora: Serving thousands of concurrent lora adapters Y Sheng, S Cao, D Li, C Hooper, N Lee, S Yang, C Chou, B Zhu, L Zheng, ... arXiv preprint arXiv:2311.03285, 2023 | 29 | 2023 |
Byzantine-robust federated learning with optimal statistical rates B Zhu, L Wang, Q Pang, S Wang, J Jiao, D Song, MI Jordan International Conference on Artificial Intelligence and Statistics, 3151-3178, 2023 | 28* | 2023 |
Sparse tensor decomposition for haplotype assembly of diploids and polyploids A Hashemi, B Zhu, H Vikalo BMC genomics 19, 1-15, 2018 | 26 | 2018 |
Fine-tuning language models with advantage-induced policy alignment B Zhu, H Sharma, FV Frujeri, S Dong, C Zhu, MI Jordan, J Jiao arXiv preprint arXiv:2306.02231, 2023 | 24 | 2023 |
When does the Tukey median work? B Zhu, J Jiao, J Steinhardt 2020 IEEE International Symposium on Information Theory (ISIT), 1201-1206, 2020 | 18 | 2020 |
Pairwise proximal policy optimization: Harnessing relative feedback for llm alignment T Wu, B Zhu, R Zhang, Z Wen, K Ramchandran, J Jiao arXiv preprint arXiv:2310.00212, 2023 | 17 | 2023 |
Online learning in stackelberg games with an omniscient follower G Zhao, B Zhu, J Jiao, M Jordan International Conference on Machine Learning, 42304-42316, 2023 | 15 | 2023 |
Minimax off-policy evaluation for multi-armed bandits C Ma, B Zhu, J Jiao, MJ Wainwright IEEE Transactions on Information Theory 68 (8), 5314-5339, 2022 | 13 | 2022 |
Noisy Sorting Capacity Z Wang, N Ghaddar, B Zhu, L Wang arXiv preprint arXiv:2202.01446, 2023 | 10 | 2023 |
Linear representation meta-reinforcement learning for instant adaptation M Peng, B Zhu, J Jiao arXiv preprint arXiv:2101.04750, 2021 | 10 | 2021 |