Zhewei Yao
Zhewei Yao
Verified email at berkeley.edu - Homepage
TitleCited byYear
Hessian-based analysis of large batch training and robustness to adversaries
Z Yao, A Gholami, Q Lei, K Keutzer, MW Mahoney
Advances in Neural Information Processing Systems, 4949-4959, 2018
202018
Inexact non-convex Newton-type methods
Z Yao, P Xu, F Roosta-Khorasani, MW Mahoney
arXiv preprint arXiv:1802.06925, 2018
132018
A TV-Gaussian prior for infinite-dimensional Bayesian inverse problems and its numerical implementations
Z Yao, Z Hu, J Li
Inverse Problems 32 (7), 075006, 2016
132016
Large batch size training of neural networks with adversarial training and second-order information
Z Yao, A Gholami, K Keutzer, M Mahoney
arXiv preprint arXiv:1810.01021, 2018
72018
On an adaptive preconditioned Crank–Nicolson MCMC algorithm for infinite dimensional Bayesian inference
Z Hu, Z Yao, J Li
Journal of Computational Physics 332, 492-503, 2017
72017
On the computational inefficiency of large batch sizes for stochastic gradient descent
N Golmant, N Vemuri, Z Yao, V Feinberg, A Gholami, K Rothauge, ...
arXiv preprint arXiv:1811.12941, 2018
62018
JumpReLU: A Retrofit Defense Strategy for Adversarial Attacks
NB Erichson, Z Yao, MW Mahoney
arXiv preprint arXiv:1904.03750, 2019
22019
ANODEV2: A Coupled Neural ODE Evolution Framework
T Zhang, Z Yao, A Gholami, K Keutzer, J Gonzalez, G Biros, M Mahoney
arXiv preprint arXiv:1906.04596, 2019
12019
HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision
Z Dong, Z Yao, A Gholami, M Mahoney, K Keutzer
arXiv preprint arXiv:1905.03696, 2019
12019
Shallow learning for fluid flow reconstruction with limited sensors and limited data
NB Erichson, L Mathelin, Z Yao, SL Brunton, MW Mahoney, JN Kutz
arXiv preprint arXiv:1902.07358, 2019
12019
Trust region based adversarial attack on neural networks
Z Yao, A Gholami, P Xu, K Keutzer, MW Mahoney
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
12019
Parameter Re-Initialization through Cyclical Batch Size Schedules
N Mu, Z Yao, A Gholami, K Keutzer, M Mahoney
arXiv preprint arXiv:1812.01216, 2018
12018
Residual Networks as Nonlinear Systems: Stability Analysis using Linearization
K Rothauge, Z Yao, Z Hu, MW Mahoney
arXiv preprint arXiv:1905.13386, 2019
2019
Inefficiency of K-FAC for Large Batch Size Training
L Ma, G Montague, J Ye, Z Yao, A Gholami, K Keutzer, MW Mahoney
arXiv preprint arXiv:1903.06237, 2019
2019
A hybrid adaptive MCMC algorithm in function spaces
Q Zhou, Z Hu, Z Yao, J Li
SIAM/ASA Journal on Uncertainty Quantification 5 (1), 621-639, 2017
2017
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