Zhiyuan Li
Zhiyuan Li
Graduate Student, Princeton University
Adresse e-mail validée de princeton.edu - Page d'accueil
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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
2012019
Towards understanding the role of over-parametrization in generalization of neural networks
B Neyshabur, Z Li, S Bhojanapalli, Y LeCun, N Srebro
arXiv preprint arXiv:1805.12076, 2018
170*2018
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, 8141-8150, 2019
1632019
Learning in games: Robustness of fast convergence
DJ Foster, Z Li, T Lykouris, K Sridharan, E Tardos
Advances in Neural Information Processing Systems, 4734-4742, 2016
482016
Theoretical analysis of auto rate-tuning by batch normalization
S Arora, Z Li, K Lyu
arXiv preprint arXiv:1812.03981, 2018
252018
Harnessing the power of infinitely wide deep nets on small-data tasks
S Arora, SS Du, Z Li, R Salakhutdinov, R Wang, D Yu
arXiv preprint arXiv:1910.01663, 2019
202019
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
162019
An exponential learning rate schedule for deep learning
Z Li, S Arora
arXiv preprint arXiv:1910.07454, 2019
142019
Solving marginal map problems with np oracles and parity constraints
Y Xue, Z Li, S Ermon, CP Gomes, B Selman
Advances in Neural Information Processing Systems, 1127-1135, 2016
112016
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, 14601-14610, 2019
82019
Understanding generalization of deep neural networks trained with noisy labels
W Hu, Z Li, D Yu
arXiv preprint arXiv:1905.11368, 2019
62019
Stability of generalized two-sided markets with transaction thresholds
Z Li, Y Liu, P Tang, T Xu, W Zhan
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017
52017
Simple and effective regularization methods for training on noisily labeled data with generalization guarantee
W Hu, Z Li, D Yu
arXiv preprint arXiv:1905.11368, 2019
42019
Implicit Regularization of Normalization Methods
X Wu, E Dobriban, T Ren, S Wu, Z Li, S Gunasekar, R Ward, Q Liu
arXiv preprint arXiv:1911.07956, 2019
32019
Online Improper Learning with an Approximation Oracle
E Hazan, W Hu, Y Li, Z Li
Advances in Neural Information Processing Systems, 5657-5665, 2018
32018
When is Particle Filtering Efficient for POMDP Sequential Planning?
SS Du, W Hu, Z Li, R Shen, Z Song, J Wu
arXiv preprint arXiv:2006.05975, 2020
2020
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