Convergence Analysis

Sign-OPT: A Query-Efficient Hard-label Adversarial Attack

Authors: Minhao Cheng, Simranjit Singh, Patrick Chen, Pin-Yu Chen, Sijia Liu, Cho-Jui Hsieh | Published: 2019-09-24 | Updated: 2020-02-14
Convergence Analysis
Taxonomy of Attacks
Adversarial attack

Differentially Private ADMM for Distributed Medical Machine Learning

Authors: Jiahao Ding, Xiaoqi Qin, Wenjun Xu, Yanmin Gong, Chi Zhang, Miao Pan | Published: 2019-01-07 | Updated: 2020-12-09
Privacy-Preserving Algorithm
Convergence Analysis
Differential Privacy

Resilient Non-Submodular Maximization over Matroid Constraints

Authors: Vasileios Tzoumas, Ali Jadbabaie, George J. Pappas | Published: 2018-04-02 | Updated: 2018-12-06
Convergence Analysis
Optimization Problem
Approximate Calculation