212 citations · 319 across the 10 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 10 cited
Private Sequential Learning
John N. Tsitsiklis, Kuang Xu, Zhi Xu
We formulate a private learning model to study an intrinsic tradeoff between privacy and query complexity in sequential learning. Our model involves a learner who aims to determine…
cs.LG2018★ 2 cited
Robust GANs against Dishonest Adversaries
Zhi Xu, Chengtao Li, Stefanie Jegelka
Robustness of deep learning models is a property that has recently gained increasing attention. We explore a notion of robustness for generative adversarial models that is pertinen…