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Rajesh Ranganath

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Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations

Mar 02, 2021
Neil Jethani, Mukund Sudarshan, Yindalon Aphinyanaphongs, Rajesh Ranganath

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Causal Estimation with Functional Confounders

Feb 17, 2021
Aahlad Puli, Adler J. Perotte, Rajesh Ranganath

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X-CAL: Explicit Calibration for Survival Analysis

Jan 13, 2021
Mark Goldstein, Xintian Han, Aahlad Puli, Adler J. Perotte, Rajesh Ranganath

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Probabilistic Machine Learning for Healthcare

Sep 23, 2020
Irene Y. Chen, Shalmali Joshi, Marzyeh Ghassemi, Rajesh Ranganath

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Deep Direct Likelihood Knockoffs

Jul 31, 2020
Mukund Sudarshan, Wesley Tansey, Rajesh Ranganath

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Overfitting and Optimization in Offline Policy Learning

Jun 27, 2020
David Brandfonbrener, William F. Whitney, Rajesh Ranganath, Joan Bruna

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The Counterfactual $χ$-GAN

Jan 09, 2020
Amelia J. Averitt, Natnicha Vanitchanant, Rajesh Ranganath, Adler J. Perotte

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Energy-Inspired Models: Learning with Sampler-Induced Distributions

Oct 31, 2019
Dieterich Lawson, George Tucker, Bo Dai, Rajesh Ranganath

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Population Predictive Checks

Aug 08, 2019
Rajesh Ranganath, David M. Blei

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Generalized Control Functions via Variational Decoupling

Jul 08, 2019
Aahlad Manas Puli, Rajesh Ranganath

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