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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Invariant Learning via Diffusion Dreamed Distribution Shifts


Nov 18, 2022
Priyatham Kattakinda, Alexander Levine, Soheil Feizi

* 18 pages, 13 figures, 5 tables 

   Access Paper or Ask Questions

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

Goal-Conditioned Q-Learning as Knowledge Distillation


Aug 28, 2022
Alexander Levine, Soheil Feizi


   Access Paper or Ask Questions

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

Lethal Dose Conjecture on Data Poisoning


Aug 05, 2022
Wenxiao Wang, Alexander Levine, Soheil Feizi


   Access Paper or Ask Questions

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

Provable Adversarial Robustness for Fractional Lp Threat Models


Mar 16, 2022
Alexander Levine, Soheil Feizi

* AISTATS 2022 accepted paper 

   Access Paper or Ask Questions

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

Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation


Feb 05, 2022
Wenxiao Wang, Alexander Levine, Soheil Feizi


   Access Paper or Ask Questions

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

Certifying Model Accuracy under Distribution Shifts


Jan 28, 2022
Aounon Kumar, Alexander Levine, Tom Goldstein, Soheil Feizi


   Access Paper or Ask Questions

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

Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection


Dec 08, 2021
Jiang Liu, Alexander Levine, Chun Pong Lau, Rama Chellappa, Soheil Feizi

* Under submission 

   Access Paper or Ask Questions

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

Policy Smoothing for Provably Robust Reinforcement Learning


Jun 21, 2021
Aounon Kumar, Alexander Levine, Soheil Feizi


   Access Paper or Ask Questions

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

Improved, Deterministic Smoothing for L1 Certified Robustness


Mar 17, 2021
Alexander Levine, Soheil Feizi


   Access Paper or Ask Questions

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

Tight Second-Order Certificates for Randomized Smoothing


Oct 20, 2020
Alexander Levine, Aounon Kumar, Thomas Goldstein, Soheil Feizi


   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
>>