Jiantao Jiao

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Tsachy WeissmanProfessor of Electrical Engineering at Stanford UniversityAdresse e-mail validée de stanford.edu
Banghua ZhuUniversity of California, BerkeleyAdresse e-mail validée de berkeley.edu
Yanjun HanAssistant Professor, New York UniversityAdresse e-mail validée de nyu.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyAdresse e-mail validée de cs.berkeley.edu
Kartik VenkatGraduate Student, Stanford UniversityAdresse e-mail validée de alumni.stanford.edu
Kannan RamchandranProfessor of Electrical Engineering and Computer Science, UC BerkeleyAdresse e-mail validée de eecs.berkeley.edu
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UAdresse e-mail validée de cs.cmu.edu
Hongyang ZhangAssistant Professor of Computer Science, University of WaterlooAdresse e-mail validée de uwaterloo.ca
Paria RashidinejadPostdoctoral Scholar, University of California, BerkeleyAdresse e-mail validée de berkeley.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyAdresse e-mail validée de cs.berkeley.edu
Hanlin ZhuPh.D. student, University of California, BerkeleyAdresse e-mail validée de berkeley.edu
Cong MaUniversity of ChicagoAdresse e-mail validée de uchicago.edu
Tianhao WuUniversity of California, BerkeleyAdresse e-mail validée de berkeley.edu
Nived RajaramanEECS PhD student at UC BerkeleyAdresse e-mail validée de berkeley.edu
Yaodong YuUniversity of California, BerkeleyAdresse e-mail validée de berkeley.edu
Laurent El GhaouiVinUniversityAdresse e-mail validée de vinuni.edu.vn
Thomas CourtadeAssociate Professor, UC BerkeleyAdresse e-mail validée de berkeley.edu
Yuandong TianResearch Scientist, Meta AI (FAIR)Adresse e-mail validée de fb.com
Jacob SteinhardtStanford UniversityAdresse e-mail validée de cs.stanford.edu
Haim H. PermuterBen Gurion UniversityAdresse e-mail validée de bgu.ac.il

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Jiantao Jiao

Assistant Professor of EECS and Statistics, University of California, Berkeley

Adresse e-mail validée de berkeley.edu - Page d'accueil

Generative AI Large Language Models Reinforcement Learning Machine Learning AI security


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	2952	2019
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	335	2021
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	287	2015
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	177	2023
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	176	2013
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	142*	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	127	2023
Minimax Estimation of Discrete Distributions Under Loss Y Han, J Jiao, T Weissman IEEE Transactions on Information Theory 61 (11), 6343-6354, 2015	110*	2015
Minimax Estimation of theDistance J Jiao, Y Han, T Weissman IEEE Transactions on Information Theory 64 (10), 6672-6706, 2018	106	2018
Optimal rates of entropy estimation over Lipschitz balls Y Han, J Jiao, T Weissman, Y Wu Annals of Statistics, 2017	87	2017
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	86	2023
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	85	2020
Starling-7b: Improving llm helpfulness & harmlessness with rlaif B Zhu, E Frick, T Wu, H Zhu, J Jiao November, 2023	81	2023
Minimax Estimation of Divergences between Discrete Distributions Y Han, J Jiao, T Weissman IEEE Journal on Selected Areas in Information Theory,, 2020	75	2020
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	67	2015
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	63	2017
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	60*	2020
Generalized resilience and robust statistics B Zhu, J Jiao, J Steinhardt The Annals of Statistics 50 (4), 2256-2283, 2022	59	2022
Deconstructing generative adversarial networks B Zhu, J Jiao, D Tse IEEE Transactions on Information Theory, 2020, 2020	57	2020
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	57	2018

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