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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Private Domain Adaptation from a Public Source


Aug 12, 2022
Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh


   Access Paper or Ask Questions

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

Faster Rates of Convergence to Stationary Points in Differentially Private Optimization


Jun 02, 2022
Raman Arora, Raef Bassily, Tom谩s Gonz谩lez, Crist贸bal Guzm谩n, Michael Menart, Enayat Ullah


   Access Paper or Ask Questions

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

Differentially Private Generalized Linear Models Revisited


May 06, 2022
Raman Arora, Raef Bassily, Crist贸bal Guzm谩n, Michael Menart, Enayat Ullah


   Access Paper or Ask Questions

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

Differentially Private Learning with Margin Guarantees


Apr 21, 2022
Raef Bassily, Mehryar Mohri, Ananda Theertha Suresh


   Access Paper or Ask Questions

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

Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings


Jul 13, 2021
Raef Bassily, Crist贸bal Guzm谩n, Michael Menart


   Access Paper or Ask Questions

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

Non-Euclidean Differentially Private Stochastic Convex Optimization


Mar 01, 2021
Raef Bassily, Crist贸bal Guzm谩n, Anupama Nandi


   Access Paper or Ask Questions

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

Learning from Mixtures of Private and Public Populations


Aug 01, 2020
Raef Bassily, Shay Moran, Anupama Nandi


   Access Paper or Ask Questions

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

Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses


Jun 12, 2020
Raef Bassily, Vitaly Feldman, Crist贸bal Guzm谩n, Kunal Talwar

* 32 pages 

   Access Paper or Ask Questions

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

Private Query Release Assisted by Public Data


Apr 23, 2020
Raef Bassily, Albert Cheu, Shay Moran, Aleksandar Nikolov, Jonathan Ullman, Zhiwei Steven Wu


   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
3
>>