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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Algorithms with More Granular Differential Privacy Guarantees


Sep 08, 2022
Badih Ghazi, Ravi Kumar, Pasin Manurangsi, Thomas Steinke


   Access Paper or Ask Questions

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

Enhancement to Training of Bidirectional GAN : An Approach to Demystify Tax Fraud


Aug 16, 2022
Priya Mehta, Sandeep Kumar, Ravi Kumar, Ch. Sobhan Babu


   Access Paper or Ask Questions

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

Faster Privacy Accounting via Evolving Discretization


Jul 10, 2022
Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi

* Appeared in International Conference on Machine Learning (ICML) 2022 

   Access Paper or Ask Questions

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

Connect the Dots: Tighter Discrete Approximations of Privacy Loss Distributions


Jul 10, 2022
Vadym Doroshenko, Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi

* Appeared in Privacy Enhancing Technologies Symposium (PETS) 2022 

   Access Paper or Ask Questions

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

Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing


May 04, 2022
Ravi Kumar, Shahin Boluki, Karl Isler, Jonas Rauch, Darius Walczak

* 20 pages 

   Access Paper or Ask Questions

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

Parsimonious Learning-Augmented Caching


Feb 09, 2022
Sungjin Im, Ravi Kumar, Aditya Petety, Manish Purohit


   Access Paper or Ask Questions

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

Logarithmic Regret from Sublinear Hints


Nov 09, 2021
Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit


   Access Paper or Ask Questions

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

User-Level Private Learning via Correlated Sampling


Oct 21, 2021
Badih Ghazi, Ravi Kumar, Pasin Manurangsi

* To appear in 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

Large-Scale Differentially Private BERT


Aug 03, 2021
Rohan Anil, Badih Ghazi, Vineet Gupta, Ravi Kumar, Pasin Manurangsi

* 12 pages, 6 figures 

   Access Paper or Ask Questions

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

Locally Private k-Means in One Round


May 15, 2021
Alisa Chang, Badih Ghazi, Ravi Kumar, Pasin Manurangsi

* 35 pages. To appear in ICML'21 

   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
>>