Spremljaj
Weihao Gao
Weihao Gao
Moonshot AI
Preverjeni e-poštni naslov na illinois.edu
Naslov
Navedeno
Navedeno
Leto
Estimating mutual information for discrete-continuous mixtures
W Gao, S Kannan, S Oh, P Viswanath
Advances in neural information processing systems 30, 2017
2092017
Demystifying fixed k-nearest neighbor information estimators
W Gao, S Oh, P Viswanath
Information Theory (ISIT), 2017 IEEE International Symposium on, 1267-1271, 2017
1772017
Label leakage and protection in two-party split learning
O Li, J Sun, X Yang, W Gao, H Zhang, J Xie, V Smith, C Wang
arXiv preprint arXiv:2102.08504, 2021
1622021
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
582018
Learning an end-to-end structure for retrieval in large-scale recommendations
W Gao, X Fan, C Wang, J Sun, K Jia, W Xiao, R Ding, X Bin, H Yang, X Liu
Proceedings of the 30th ACM International Conference on Information …, 2021
42*2021
Breaking the bandwidth barrier: Geometrical adaptive entropy estimation
W Gao, S Oh, P Viswanath
Advances in Neural Information Processing Systems 29, 2016
422016
Vertical federated learning without revealing intersection membership
J Sun, X Yang, Y Yao, A Zhang, W Gao, J Xie, C Wang
arXiv preprint arXiv:2106.05508, 2021
402021
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
372019
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
352019
Defending against reconstruction attack in vertical federated learning
J Sun, Y Yao, W Gao, J Xie, C Wang
arXiv preprint arXiv:2107.09898, 2021
312021
Clarifying the high on/off ratio mechanism of nanowire UV photodetector by characterizing surface barrier height
G Li, L Meng, X Zhu, W Gao, Y Qin, L Chen
Nanoscale 10 (5), 2242-2248, 2018
232018
Information-theoretic understanding of population risk improvement with model compression
Y Bu, W Gao, S Zou, V Veeravalli
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3300-3307, 2020
192020
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
182017
A polymer based self-powered ethanol gas sensor to eliminate the interference of ultraviolet light
M Hao, R Zhang, X Jia, X Gao, W Gao, L Cheng, Y Qin
Sensors and Actuators A: Physical 332, 113173, 2021
162021
Population risk improvement with model compression: An information-theoretic approach
Y Bu, W Gao, S Zou, VV Veeravalli
Entropy 23 (10), 1255, 2021
152021
Discovering potential correlations via hypercontractivity
H Kim, W Gao, S Kannan, S Oh, P Viswanath
Advances in Neural Information Processing Systems 30, 2017
132017
Multichannel driving triboelectric nanogenerator for enhancing the output charge density
R Zhang, M Hao, S Bai, P Song, X Jia, W Gao, Q Xu, J Wen, L Cheng, ...
Nano Energy 98, 107272, 2022
122022
One backward from ten forward, subsampling for large-scale deep learning
C Dong, X Jin, W Gao, Y Wang, H Zhang, X Wu, J Yang, X Liu
arXiv preprint arXiv:2104.13114, 2021
122021
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
12*2016
BAMBOO: a predictive and transferable machine learning force field framework for liquid electrolyte development
S Gong, Y Zhang, Z Mu, Z Pu, H Wang, Z Yu, M Chen, T Zheng, Z Wang, ...
arXiv preprint arXiv:2404.07181, 2024
102024
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