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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Private Online Prediction from Experts: Separations and Faster Rates


Oct 24, 2022
Hilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar

Add code


   Access Paper or Ask Questions

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

Subspace Recovery from Heterogeneous Data with Non-isotropic Noise


Oct 24, 2022
John Duchi, Vitaly Feldman, Lunjia Hu, Kunal Talwar

Add code

* In NeurIPS 2022 

   Access Paper or Ask Questions

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

Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Sampling


Oct 16, 2022
Jason M. Altschuler, Kunal Talwar

Add code


   Access Paper or Ask Questions

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

Stronger Privacy Amplification by Shuffling for Rényi and Approximate Differential Privacy


Aug 09, 2022
Vitaly Feldman, Audra McMillan, Kunal Talwar

Add code

* 14 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

FLAIR: Federated Learning Annotated Image Repository


Jul 18, 2022
Congzheng Song, Filip Granqvist, Kunal Talwar

Add code


   Access Paper or Ask Questions

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

Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss


May 27, 2022
Jason M. Altschuler, Kunal Talwar

Add code


   Access Paper or Ask Questions

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

Optimal Algorithms for Mean Estimation under Local Differential Privacy


May 05, 2022
Hilal Asi, Vitaly Feldman, Kunal Talwar

Add code


   Access Paper or Ask Questions

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

Private Frequency Estimation via Projective Geometry


Mar 01, 2022
Vitaly Feldman, Jelani Nelson, Huy Lê Nguyen, Kunal Talwar

Add code


   Access Paper or Ask Questions

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

Differential Secrecy for Distributed Data and Applications to Robust Differentially Secure Vector Summation


Feb 22, 2022
Kunal Talwar

Add code

* 17 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 Adaptive Gradient Methods for Convex Optimization


Jun 25, 2021
Hilal Asi, John Duchi, Alireza Fallah, Omid Javidbakht, Kunal Talwar

Add code

* To appear in 38th International Conference on Machine Learning (ICML 2021) 

   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
4
>>