Zhehui Chen | DeepAI

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Featured Co-authors

Bo Dai
134 publications
Feng Liu
124 publications
Tuo Zhao
94 publications
Lin F. Yang
65 publications
Haoming Jiang
34 publications
Minshuo Chen
31 publications
Jarvis Haupt
29 publications
Simon Mak
25 publications
Tianyi Liu
23 publications
Xingguo Li
23 publications
Enlu Zhou
15 publications

∙ 12/22/2020

APIK: Active Physics-Informed Kriging Model with Partial Differential Equations

Kriging (or Gaussian process regression) is a popular machine learning m...

9 Jialei Chen, et al. ∙

∙ 11/17/2019

A hierarchical expected improvement method for Bayesian optimization

Expected improvement (EI) is one of the most popular Bayesian optimizati...

0 Zhehui Chen, et al. ∙

∙ 12/28/2018

On Computation and Generalization of GANs with Spectrum Control

Generative Adversarial Networks (GANs), though powerful, is hard to trai...

8 Haoming Jiang, et al. ∙

∙ 11/03/2018

Learning to Defense by Learning to Attack

Adversarial training provides a principled approach for training robust ...

0 Zhehui Chen, et al. ∙

∙ 06/13/2018

On Landscape of Lagrangian Functions and Stochastic Search for Constrained Nonconvex Optimization

We study constrained nonconvex optimization problems in machine learning...

0 Zhehui Chen, et al. ∙

∙ 02/14/2018

Toward Deeper Understanding of Nonconvex Stochastic Optimization with Momentum using Diffusion Approximations

Momentum Stochastic Gradient Descent (MSGD) algorithm has been widely ap...

0 Tianyi Liu, et al. ∙

∙ 02/27/2017

Dropping Convexity for More Efficient and Scalable Online Multiview Learning

Multiview representation learning is very popular for latent factor anal...

0 Zhehui Chen, et al. ∙

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