دنبال کردن
Jiantao Jiao
Jiantao Jiao
Assistant Professor of EECS and Statistics, University of California, Berkeley
ایمیل تأیید شده در berkeley.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Theoretically principled trade-off between robustness and accuracy‏
H Zhang, Y Yu, J Jiao, EP Xing, LE Ghaoui, MI Jordan‏
Proceedings of the 36th International Conference on Machine Learning, Long …, 2019‏
29882019
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
3522021
Minimax estimation of functionals of discrete distributions‏
J Jiao, K Venkat, Y Han, T Weissman‏
IEEE Transactions on Information Theory 61 (5), 2835-2885, 2015‏
2892015
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
1932023
Universal Estimation of Directed Information‏
J Jiao, HH Permuter, L Zhao, YH Kim, T Weissman‏
Information Theory, IEEE Transactions on 59 (10), 6220-6242, 2013‏
1752013
Maximum Likelihood Estimation of Functionals of Discrete Distributions‏
J Jiao, K Venkat, Y Han, T Weissman‏
IEEE Transactions on Information Theory 63 (10), 6774 - 6798, 2017‏
143*2017
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
1322023
Minimax Estimation of Discrete Distributions Under Loss‏
Y Han, J Jiao, T Weissman‏
IEEE Transactions on Information Theory 61 (11), 6343-6354, 2015‏
111*2015
Minimax Estimation of theDistance‏
J Jiao, Y Han, T Weissman‏
IEEE Transactions on Information Theory 64 (10), 6672-6706, 2018‏
1082018
Securing secure aggregation: Mitigating multi-round privacy leakage in federated learning‏
J So, RE Ali, B Güler, J Jiao, AS Avestimehr‏
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9864-9873, 2023‏
932023
Toward the fundamental limits of imitation learning‏
N Rajaraman, L Yang, J Jiao, K Ramchandran‏
Advances in Neural Information Processing Systems 33, 2914-2924, 2020‏
912020
Optimal rates of entropy estimation over Lipschitz balls‏
Y Han, J Jiao, T Weissman, Y Wu‏
Annals of Statistics, 2017‏
892017
Starling-7b: Improving llm helpfulness & harmlessness with rlaif‏
B Zhu, E Frick, T Wu, H Zhu, J Jiao‏
2023, 2023‏
882023
Minimax Estimation of Divergences between Discrete Distributions‏
Y Han, J Jiao, T Weissman‏
IEEE Journal on Selected Areas in Information Theory,, 2020‏
682020
Justification of logarithmic loss via the benefit of side information‏
J Jiao, TA Courtade, K Venkat, T Weissman‏
IEEE Transactions on Information Theory 61 (10), 5357-5365, 2015‏
672015
Dependence measures bounding the exploration bias for general measurements‏
J Jiao, Y Han, T Weissman‏
2017 IEEE International Symposium on Information Theory (ISIT), 1475-1479, 2017‏
662017
Generalized resilience and robust statistics‏
B Zhu, J Jiao, J Steinhardt‏
The Annals of Statistics 50 (4), 2256-2283, 2022‏
622022
Concentration inequalities for the empirical distribution of discrete distributions: beyond the method of types‏
J Mardia, J Jiao, E Tánczos, RD Nowak, T Weissman‏
Information and Inference: A Journal of the IMA 9 (4), 813-850, 2020‏
62*2020
Deconstructing generative adversarial networks‏
B Zhu, J Jiao, D Tse‏
IEEE Transactions on Information Theory, 2020, 2020‏
582020
The nearest neighbor information estimator is adaptively near minimax rate-optimal‏
J Jiao, W Gao, Y Han‏
Advances in neural information processing systems 31, 2018‏
572018
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20