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

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Chirag Nagpal

Deep Cox Mixtures for Survival Regression

Jan 16, 2021
Chirag Nagpal, Steve Yadlowsky, Negar Rostamzadeh, Katherine Heller

* NeurIPS Machine Learning for Health Workshop (ML4H) 2020 

  Access Paper or Ask Questions

Latent Bayesian Inference for Robust Earnings Estimates

Apr 14, 2020
Chirag Nagpal, Robert E. Tillman, Prashant Reddy, Manuela Veloso

* NeurIPS 2019 Workshop on Robust AI in Financial Services: Data, Fairness, Explainability, Trustworthiness and Privacy 

  Access Paper or Ask Questions

Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks

Mar 02, 2020
Chirag Nagpal, Xinyu Li, Artur Dubrawski

  Access Paper or Ask Questions

Nonlinear Semi-Parametric Models for Survival Analysis

May 14, 2019
Chirag Nagpal, Rohan Sangave, Amit Chahar, Parth Shah, Artur Dubrawski, Bhiksha Raj

  Access Paper or Ask Questions

Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines

May 08, 2019
Chirag Nagpal, Dennis Wei, Bhanukiran Vinzamuri, Monica Shekhar, Sara E. Berger, Subhro Das, Kush R. Varshney

  Access Paper or Ask Questions

Preserving Intermediate Objectives: One Simple Trick to Improve Learning for Hierarchical Models

Jun 23, 2017
Abhilasha Ravichander, Shruti Rijhwani, Rajat Kulshreshtha, Chirag Nagpal, Tadas Baltrušaitis, Louis-Philippe Morency

  Access Paper or Ask Questions