Vulnerability of Deep Learning
Authors: Richard Kenway | Published: 2018-03-16
Convergence Property
Maximum Principle Based Algorithms for Deep Learning
Authors: Qianxiao Li, Long Chen, Cheng Tai, Weinan E | Published: 2017-10-26 | Updated: 2018-06-02
A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity
Authors: Aixiang Chen, Bingchuan Chen, Xiaolong Chai, Rui Bian, Hengguang Li | Published: 2017-10-21 | Updated: 2017-12-03
Robust Decentralized Learning Using ADMM with Unreliable Agents
Authors: Qunwei Li, Bhavya Kailkhura, Ryan Goldhahn, Priyadip Ray, Pramod K. Varshney | Published: 2017-10-14 | Updated: 2018-05-21
Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries
Authors: Rui Zhang, Quanyan Zhu | Published: 2017-10-12
CTD: Fast, Accurate, and Interpretable Method for Static and Dynamic Tensor Decompositions
Authors: Jungwoo Lee, Dongjin Choi, Lee Sael | Published: 2017-10-09