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Jiantao Jiao
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Year
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
12652019
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
2372015
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
1422013
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
129*2017
Minimax Estimation of theDistance
J Jiao, Y Han, T Weissman
IEEE Transactions on Information Theory 64 (10), 6672-6706, 2018
922018
Minimax Estimation of Discrete Distributions Under Loss
Y Han, J Jiao, T Weissman
IEEE Transactions on Information Theory 61 (11), 6343-6354, 2015
78*2015
Optimal rates of entropy estimation over Lipschitz balls
Y Han, J Jiao, T Weissman, Y Wu
Annals of Statistics, 2017
732017
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
692021
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
682015
Minimax Estimation of Divergences between Discrete Distributions
Y Han, J Jiao, T Weissman
IEEE Journal on Selected Areas in Information Theory,, 2020
572020
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
512017
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
482018
Approximate Profile Maximum Likelihood.
DS Pavlichin, J Jiao, T Weissman
J. Mach. Learn. Res. 20, 122:1-122:55, 2019
432019
Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance
Y Han, J Jiao, T Weissman
Conference on Learning Theory, 2018
382018
Information measures: the curious case of the binary alphabet
J Jiao, TA Courtade, A No, K Venkat, T Weissman
IEEE Transactions on Information Theory 60 (12), 7616-7626, 2014
372014
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
34*2020
Adaptive estimation of Shannon entropy
Y Han, J Jiao, T Weissman
2015 IEEE International Symposium on Information Theory (ISIT), 1372-1376, 2015
302015
Deconstructing generative adversarial networks
B Zhu, J Jiao, D Tse
IEEE Transactions on Information Theory, 2020, 2020
292020
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
262022
Generalized resilience and robust statistics
B Zhu, J Jiao, J Steinhardt
The Annals of Statistics 50 (4), 2256-2283, 2022
252022
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Articles 1–20