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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

On counterfactual inference with unobserved confounding


Nov 14, 2022
Abhin Shah, Raaz Dwivedi, Devavrat Shah, Gregory W. Wornell

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 Compression of Locally Differentially Private Mechanisms


Oct 29, 2021
Abhin Shah, Wei-Ning Chen, Johannes Balle, Peter Kairouz, Lucas Theis

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

Selective Regression Under Fairness Criteria


Oct 28, 2021
Abhin Shah, Yuheng Bu, Joshua Ka-Wing Lee, Subhro Das, Rameswar Panda, Prasanna Sattigeri, Gregory W. Wornell

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

A Computationally Efficient Method for Learning Exponential Family Distributions


Oct 28, 2021
Abhin Shah, Devavrat Shah, Gregory W. Wornell

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

Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge


Jun 22, 2021
Abhin Shah, Karthikeyan Shanmugam, Kartik Ahuja

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

Treatment Effect Estimation using Invariant Risk Minimization


Mar 13, 2021
Abhin Shah, Kartik Ahuja, Karthikeyan Shanmugam, Dennis Wei, Kush Varshney, Amit Dhurandhar

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

On Learning Continuous Pairwise Markov Random Fields


Oct 28, 2020
Abhin Shah, Devavrat Shah, Gregory W. Wornell

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