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Adler Perotte

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Columbia University Irving Medical Center

Variational Shapley Network: A Probabilistic Approach to Self-Explaining Shapley values with Uncertainty Quantification

Feb 06, 2024
Mert Ketenci, Iñigo Urteaga, Victor Alfonso Rodriguez, Noémie Elhadad, Adler Perotte

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Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling

Nov 03, 2023
Mert Ketenci, Shreyas Bhave, Noémie Elhadad, Adler Perotte

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A Coreset-based, Tempered Variational Posterior for Accurate and Scalable Stochastic Gaussian Process Inference

Nov 02, 2023
Mert Ketenci, Adler Perotte, Noémie Elhadad, Iñigo Urteaga

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CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks

Nov 10, 2021
Chao Pang, Xinzhuo Jiang, Krishna S Kalluri, Matthew Spotnitz, RuiJun Chen, Adler Perotte, Karthik Natarajan

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Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model

Sep 29, 2020
Griffin Adams, Mert Ketenci, Adler Perotte, Noemie Elhadad

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Phenotype inference with Semi-Supervised Mixed Membership Models

Dec 07, 2018
Victor Rodriguez, Adler Perotte

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Multiple Causal Inference with Latent Confounding

Aug 07, 2018
Rajesh Ranganath, Adler Perotte

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Deep Survival Analysis

Sep 18, 2016
Rajesh Ranganath, Adler Perotte, Noémie Elhadad, David Blei

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