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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Causal Relational Learning

Apr 07, 2020
Babak Salimi, Harsh Parikh, Moe Kayali, Sudeepa Roy, Lise Getoor, Dan Suciu


  Access Paper or Ask Questions

Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation

Mar 03, 2020
Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky


  Access Paper or Ask Questions

Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference

Mar 02, 2020
M. Usaid Awan, Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky


  Access Paper or Ask Questions

Interpretable Almost-Matching-Exactly With Instrumental Variables

Jul 28, 2019
M. Usaid Awan, Yameng Liu, Marco Morucci, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

* Proceedings of the Thirty-fifth Conference on Uncertainty in Artificial Intelligence (UAI 2019) 

  Access Paper or Ask Questions

Almost-Exact Matching with Replacement for Causal Inference

Nov 01, 2018
Awa Dieng, Yameng Liu, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

* Submitted to AISTATS 2019 

  Access Paper or Ask Questions

FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference

Feb 22, 2018
Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky, Tianyu Wang


  Access Paper or Ask Questions

A Framework for Inferring Causality from Multi-Relational Observational Data using Conditional Independence

Aug 08, 2017
Sudeepa Roy, Babak Salimi


  Access Paper or Ask Questions

Lower Bounds for Exact Model Counting and Applications in Probabilistic Databases

Sep 26, 2013
Paul Beame, Jerry Li, Sudeepa Roy, Dan Suciu

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

  Access Paper or Ask Questions