Tuo Zhao
The Physical Systems Behind Optimization Algorithms
Lin Yang, Raman Arora, Vladimir braverman, Tuo Zhao
Neural Information Processing Systems http://nips.cc/
Towards Understanding the Importance of Shortcut Connections in Residual Networks
Tianyi Liu, Minshuo Chen, Mo Zhou, Simon S. Du, Enlu Zhou, Tuo Zhao
Neural Information Processing Systems http://nips.cc/
Meta Learning with Relational Information for Short Sequences
Yujia Xie, Haoming Jiang, Feng Liu, Tuo Zhao, Hongyuan Zha
Neural Information Processing Systems http://nips.cc/
Provable Gaussian Embedding with One Observation
Ming Yu, Zhuoran Yang, Tuo Zhao, Mladen Kolar, Zhaoran Wang
Neural Information Processing Systems http://nips.cc/
Multivariate Regression with Calibration
Neural Information Processing Systems http://nips.cc/
Towards Understanding the Importance of Shortcut Connections in Residual Networks
Tianyi Liu, Minshuo Chen, Mo Zhou, Simon S. Du, Enlu Zhou, Tuo Zhao
Residual Network (ResNet) is undoubtedly a milestone in deep learning.
NESTT: A Nonconvex Primal-Dual Splitting Method for Distributed and Stochastic Optimization
Davood Hajinezhad, Mingyi Hong, Tuo Zhao, Zhaoran Wang
The proposed NonconvEx primal-dual SpliTTing (NESTT) algorithm splits the problem into N subproblems, and utilizes an augmented Lagrangian based primal-dual scheme to solve it in a distributed and stochastic manner.
Parametric Simplex Method for Sparse Learning
Haotian Pang, Han Liu, Robert J. Vanderbei, Tuo Zhao
Neural Information Processing Systems http://nips.cc/
Deep Hyperspherical Learning
Weiyang Liu, Yan-Ming Zhang, Xingguo Li, Zhiding Yu, Bo Dai, Tuo Zhao, Le Song
Neural Information Processing Systems http://nips.cc/