Konstantinos Emmanouilidis

New framework uses approximate latent structure for certifiable classifier robustness

Researchers have developed a new framework to create certifiably robust deep learning classifiers by leveraging the latent structure within data representations. Their method proves that even approximate Gaussian mixtur…