Wei Hu
Wei Hu
Verified email at princeton.edu - Homepage
Title
Cited by
Cited by
Year
Fine-grained analysis of optimization and generalization for overparameterized two-layer neural networks
S Arora, SS Du, W Hu, Z Li, R Wang
arXiv preprint arXiv:1901.08584, 2019
1162019
On exact computation with an infinitely wide neural net
S Arora, SS Du, W Hu, Z Li, RR Salakhutdinov, R Wang
Advances in Neural Information Processing Systems, 8139-8148, 2019
672019
A convergence analysis of gradient descent for deep linear neural networks
S Arora, N Cohen, N Golowich, W Hu
arXiv preprint arXiv:1810.02281, 2018
502018
Combinatorial multi-armed bandit with general reward functions
W Chen, W Hu, F Li, J Li, Y Liu, P Lu
Advances in Neural Information Processing Systems, 1659-1667, 2016
372016
Algorithmic regularization in learning deep homogeneous models: Layers are automatically balanced
SS Du, W Hu, JD Lee
Advances in Neural Information Processing Systems, 384-395, 2018
362018
Linear convergence of the primal-dual gradient method for convex-concave saddle point problems without strong convexity
SS Du, W Hu
arXiv preprint arXiv:1802.01504, 2018
342018
Implicit regularization in deep matrix factorization
S Arora, N Cohen, W Hu, Y Luo
Advances in Neural Information Processing Systems, 7411-7422, 2019
292019
New characterizations in turnstile streams with applications
Y Ai, W Hu, Y Li, DP Woodruff
31st Conference on Computational Complexity (CCC 2016), 2016
252016
An analysis of the t-sne algorithm for data visualization
S Arora, W Hu, PK Kothari
arXiv preprint arXiv:1803.01768, 2018
192018
Accurate and Efficient Indoor Location by Dynamic Warping in Sequence-Type Radio-Map
X Ye, Y Wang, Y Guo, W Hu, D Li
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
182018
Linear convergence of a frank-wolfe type algorithm over trace-norm balls
Z Allen-Zhu, E Hazan, W Hu, Y Li
Advances in Neural Information Processing Systems, 6191-6200, 2017
182017
Width provably matters in optimization for deep linear neural networks
SS Du, W Hu
arXiv preprint arXiv:1901.08572, 2019
132019
Provable Benefit of Orthogonal Initialization in Optimizing Deep Linear Networks
W Hu, L Xiao, J Pennington
arXiv preprint arXiv:2001.05992, 2020
32020
Enhanced Convolutional Neural Tangent Kernels
Z Li, R Wang, D Yu, SS Du, W Hu, R Salakhutdinov, S Arora
arXiv preprint arXiv:1911.00809, 2019
22019
Understanding Generalization of Deep Neural Networks Trained with Noisy Labels
W Hu, Z Li, D Yu
arXiv preprint arXiv:1905.11368, 2019
22019
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets
R Kuditipudi, X Wang, H Lee, Y Zhang, Z Li, W Hu, R Ge, S Arora
Advances in Neural Information Processing Systems, 14574-14583, 2019
22019
Sequence-type fingerprinting for indoor localization
W Hu, Y Wang, L Song
Int. Conf. on Indoor Positioning and Indoor Navigation (IPIN), Banff …, 2015
22015
Few-Shot Learning via Learning the Representation, Provably
SS Du, W Hu, SM Kakade, JD Lee, Q Lei
arXiv preprint arXiv:2002.09434, 2020
12020
Nearly Optimal Dynamic -Means Clustering for High-Dimensional Data
W Hu, Z Song, LF Yang, P Zhong
arXiv preprint arXiv:1802.00459, 2018
12018
Online improper learning with an approximation oracle
E Hazan, W Hu, Y Li, Z Li
Advances in Neural Information Processing Systems, 5652-5660, 2018
12018
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