Weihao Gao
TitleCited byYear
Demystifying fixed k-nearest neighbor information estimators
W Gao, S Oh, P Viswanath
Information Theory (ISIT), 2017 IEEE International Symposium on, 1267-1271, 2017
502017
Estimating mutual information for discrete-continuous mixtures
W Gao, S Kannan, S Oh, P Viswanath
Advances in neural information processing systems, 5986-5997, 2017
352017
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
162018
Breaking the bandwidth barrier: Geometrical adaptive entropy estimation
W Gao, S Oh, P Viswanath
Advances in Neural Information Processing Systems, 2460-2468, 2016
142016
Causal strength via shannon capacity: Axioms, estimators and applications
W Gao, S Kannan, S Oh, P Viswanath
Proceedings of the 33rd International Conference on Machine Learning, 2016
7*2016
Density functional estimators with k-nearest neighbor bandwidths
W Gao, S Oh, P Viswanath
2017 IEEE International Symposium on Information Theory (ISIT), 1351-1355, 2017
32017
On the bit error rate of repeated error-correcting codes
W Gao, Y Polyanskiy
2014 48th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2014
32014
Learning One-hidden-layer Neural Networks under General Input Distributions
W Gao, AV Makkuva, S Oh, P Viswanath
arXiv preprint arXiv:1810.04133, 2018
22018
Rate Distortion For Model Compression: From Theory To Practice
W Gao, C Wang, S Oh
arXiv preprint arXiv:1810.06401, 2018
12018
Discovering Potential Influence via Information Bottleneck
W Gao, S Kannan, H Kim, S Oh, P Viswanath
Advances in Neural Information Processing Systems, 4578-4588, 2017
1*2017
Information-Theoretic Understanding of Population Risk Improvement with Model Compression
Y Bu, W Gao, S Zou, VV Veeravalli
arXiv preprint arXiv:1901.09421, 2019
2019
Theory and Practice of Differential Entropy Estimation
Y Han, W Gao, U ECE, J Jiao, T Weissman, Y Wu, Y Stats
2018
Hypergraph clustering with inhomogeneous partitions of hyperedges
P Li, W Gao, T Mo
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Articles 1–13