Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities


Jun 06, 2022
Ankit Pensia, Varun Jog, Po-Ling Loh

* A shorter version of this article will appear in ISIT 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

The Many Faces of Adversarial Risk


Jan 22, 2022
Muni Sreenivas Pydi, Varun Jog

* A version of this paper was presented at NeurIPS 2021 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Robust regression with covariate filtering: Heavy tails and adversarial contamination


Sep 27, 2020
Ankit Pensia, Varun Jog, Po-Ling Loh


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Reverse Lebesgue and Gaussian isoperimetric inequalities for parallel sets with applications


Jun 16, 2020
Varun Jog

* 22 pages, 3 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Adversarial Risk via Optimal Transport and Optimal Couplings


Dec 05, 2019
Muni Sreenivas Pydi, Varun Jog


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Extracting robust and accurate features via a robust information bottleneck


Oct 15, 2019
Ankit Pensia, Varun Jog, Po-Ling Loh

* A version of this paper was submitted to IEEE Journal on Selected Areas in Information Theory (JSAIT) 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Robustifying deep networks for image segmentation


Aug 01, 2019
Zheng Liu, Jinnian Zhang, Varun Jog, Po-Ling Loh, Alan B McMillan


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Estimating location parameters in entangled single-sample distributions


Jul 06, 2019
Ankit Pensia, Varun Jog, Po-Ling Loh


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Graph-Based Ascent Algorithms for Function Maximization


Feb 13, 2018
Muni Sreenivas Pydi, Varun Jog, Po-Ling Loh


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Generalization Error Bounds for Noisy, Iterative Algorithms


Jan 12, 2018
Ankit Pensia, Varun Jog, Po-Ling Loh

* A shorter version of this paper was submitted to ISIT 2018. 14 pages, 1 figure 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>