1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2022★ 1 cited
The Many Faces of Adversarial Risk
Muni Sreenivas Pydi, Varun Jog
Adversarial risk quantifies the performance of classifiers on adversarially perturbed data. Numerous definitions of adversarial risk -- not all mathematically rigorous and differin…
cs.IT2015
On model misspecification and KL separation for Gaussian graphical models
Varun Jog, Po-Ling Loh
We establish bounds on the KL divergence between two multivariate Gaussian distributions in terms of the Hamming distance between the edge sets of the corresponding graphical model…