Strategic classification, i.e. classification under possible strategic
m...
We study the problem of tolerant adversarial PAC learning with respect t...
The phenomenon of adversarial examples in deep learning models has cause...
We formally study the problem of classification under adversarial
pertur...
In semi-supervised classification, one is given access both to labeled a...
We present a comprehensive study of the use of generative modeling appro...