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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 

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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 

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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


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Nonlinear Semi-Parametric Models for Survival Analysis


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


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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


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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


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