Weihao Gao
Title
Cited by
Cited by
Year
Demystifying fixed k-nearest neighbor information estimators
W Gao, S Oh, P Viswanath
Information Theory (ISIT), 2017 IEEE International Symposium on, 1267-1271, 2017
792017
Estimating mutual information for discrete-continuous mixtures
W Gao, S Kannan, S Oh, P Viswanath
Advances in neural information processing systems, 5986-5997, 2017
712017
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
Breaking the bandwidth barrier: Geometrical adaptive entropy estimation
W Gao, S Oh, P Viswanath
Advances in Neural Information Processing Systems, 2460-2468, 2016
242016
Learning one-hidden-layer neural networks under general input distributions
W Gao, AV Makkuva, S Oh, P Viswanath
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
152019
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
10*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
62017
Rate distortion for model compression: From theory to practice
W Gao, YH Liu, C Wang, S Oh
International Conference on Machine Learning, 2102-2111, 2019
52019
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
5*2017
Information-Theoretic Understanding of Population Risk Improvement with Model Compression.
Y Bu, W Gao, S Zou, VV Veeravalli
AAAI, 3300-3307, 2020
42020
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
Information theory meets big data: Theory, algorithms and applications to deep learning
W Gao
University of Illinois at Urbana-Champaign, 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 1–14