Chirag Nagpal
Google (United States)(US)
Publications by Year
Research Areas
Topic Modeling, Statistical Methods and Inference, Explainable Artificial Intelligence (XAI), Machine Learning in Healthcare, Natural Language Processing Techniques
Most-Cited Works
- → Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks(2021)126 cited
- → A toolbox for surfacing health equity harms and biases in large language models(2024)65 cited
- → Counterfactual Phenotyping with Censored Time-to-Events(2022)25 cited
- → Deep Survival Machines: Fully Parametric Survival Regression and\n Representation Learning for Censored Data with Competing Risks(2020)21 cited
- → auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data(2022)15 cited
- → An Entity Resolution Approach to Isolate Instances of Human Trafficking Online(2017)15 cited
- → The Case for Globalizing Fairness: A Mixed Methods Study on Colonialism, AI, and Health in Africa(2024)13 cited
- Deep Parametric Time-to-Event Regression with Time-Varying Covariates(2021)