Követés
Jiantao Jiao
Jiantao Jiao
Assistant Professor of EECS and Statistics, University of California, Berkeley
E-mail megerősítve itt: berkeley.edu - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
29902019
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
3532021
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
1952023
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
1332023
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 sample complexity of online contract design
B Zhu, S Bates, Z Yang, Y Wang, J Jiao, MI Jordan
arXiv preprint arXiv:2211.05732, 2022
572022
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Cikkek 1–20