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Learning Invariant Representations with Missing Data


Dec 01, 2021
Mark Goldstein, Jörn-Henrik Jacobsen, Olina Chau, Adriel Saporta, Aahlad Puli, Rajesh Ranganath, Andrew C. Miller

* NeurIPS 2021 DistShift Workshop 

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Inverse-Weighted Survival Games


Nov 16, 2021
Xintian Han, Mark Goldstein, Aahlad Puli, Thomas Wies, Adler J Perotte, Rajesh Ranganath

* Neurips 2021 

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Predictive Modeling in the Presence of Nuisance-Induced Spurious Correlations


Jul 06, 2021
Aahlad Puli, Lily H. Zhang, Eric K. Oermann, Rajesh Ranganath


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Causal Estimation with Functional Confounders


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

* 17 pages, 7 figures, 2 tables 

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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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