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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Improved Generalization Guarantees in Restricted Data Models


Jul 20, 2022
Elbert Du, Cynthia Dwork

* 3rd Symposium on Foundations of Responsible Computing, 2022, 6:1-6:12 
* 13 pages, published in FORC 2022 

   Access Paper or Ask Questions

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

Scaffolding Sets


Nov 17, 2021
Maya Burhanpurkar, Zhun Deng, Cynthia Dwork, Linjun Zhang

* 32 pages, 4 figures 

   Access Paper or Ask Questions

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

Outcome Indistinguishability


Nov 26, 2020
Cynthia Dwork, Michael P. Kim, Omer Reingold, Guy N. Rothblum, Gal Yona


   Access Paper or Ask Questions

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

Interpreting Robust Optimization via Adversarial Influence Functions


Oct 03, 2020
Zhun Deng, Cynthia Dwork, Jialiang Wang, Linjun Zhang


   Access Paper or Ask Questions

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

Private Post-GAN Boosting


Jul 23, 2020
Marcel Neunhoeffer, Zhiwei Steven Wu, Cynthia Dwork


   Access Paper or Ask Questions

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

Representation via Representations: Domain Generalization via Adversarially Learned Invariant Representations


Jun 20, 2020
Zhun Deng, Frances Ding, Cynthia Dwork, Rachel Hong, Giovanni Parmigiani, Prasad Patil, Pragya Sur


   Access Paper or Ask Questions

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

Individual Fairness in Pipelines


Apr 12, 2020
Cynthia Dwork, Christina Ilvento, Meena Jagadeesan


   Access Paper or Ask Questions

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

Abstracting Fairness: Oracles, Metrics, and Interpretability


Apr 04, 2020
Cynthia Dwork, Christina Ilvento, Guy N. Rothblum, Pragya Sur

* 17 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

Architecture Selection via the Trade-off Between Accuracy and Robustness


Jun 04, 2019
Zhun Deng, Cynthia Dwork, Jialiang Wang, Yao Zhao


   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
>>