Jiantao Jiao
Title
Cited by
Cited by
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
2442019
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
1712015
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
1132013
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
89*2017
Minimax Estimation of theDistance
J Jiao, Y Han, T Weissman
IEEE Transactions on Information Theory 64 (10), 6672-6706, 2018
562018
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
522015
Minimax Estimation of Discrete Distributions UnderLoss
Y Han, J Jiao, T Weissman
IEEE Transactions on Information Theory 61 (11), 6343-6354, 2015
502015
Minimax Estimation of Divergences between Discrete Distributions
Y Han, J Jiao, T Weissman
arXiv preprint arXiv:1605.09124, 2016
36*2016
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
332014
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
282017
Optimal rates of entropy estimation over Lipschitz balls
Y Han, J Jiao, T Weissman, Y Wu
Annals of Statistics, 2017
272017
The nearest neighbor information estimator is adaptively near minimax rate-optimal
J Jiao, W Gao, Y Han
Advances in neural information processing systems, 3156-3167, 2018
262018
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
252018
Approximate Profile Maximum Likelihood.
DS Pavlichin, J Jiao, T Weissman
Journal of Machine Learning Research 20 (122), 1-55, 2019
242019
Adaptive estimation of Shannon entropy
Y Han, J Jiao, T Weissman
2015 IEEE International Symposium on Information Theory (ISIT), 1372-1376, 2015
222015
Relations between information and estimation in discrete-time Lévy channels
J Jiao, K Venkat, T Weissman
IEEE Transactions on Information Theory 63 (6), 3579-3594, 2017
21*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, 2019
11*2019
Beyond maximum likelihood: Boosting the Chow-Liu algorithm for large alphabets
J Jiao, Y Han, T Weissman
2016 50th Asilomar Conference on Signals, Systems and Computers, 321-325, 2016
11*2016
On estimation of L r -norms in Gaussian white noise models
Y Han, J Jiao, R Mukherjee
Probability Theory and Related Fields, 1-52, 2020
92020
An extremal inequality for long Markov chains
TA Courtade, J Jiao
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
92014
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Articles 1–20