Picture for Adler Perotte

Adler Perotte

Columbia University Irving Medical Center

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

Add code
Feb 06, 2024
Viaarxiv icon

Maximum Likelihood Estimation of Flexible Survival Densities with Importance Sampling

Add code
Nov 03, 2023
Viaarxiv icon

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

Add code
Nov 02, 2023
Viaarxiv icon

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

Add code
Nov 10, 2021
Figure 1 for CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
Figure 2 for CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
Figure 3 for CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
Figure 4 for CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks
Viaarxiv icon

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

Add code
Sep 29, 2020
Figure 1 for Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model
Figure 2 for Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model
Figure 3 for Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model
Figure 4 for Zero-Shot Clinical Acronym Expansion with a Hierarchical Metadata-Based Latent Variable Model
Viaarxiv icon

Phenotype inference with Semi-Supervised Mixed Membership Models

Add code
Dec 07, 2018
Figure 1 for Phenotype inference with Semi-Supervised Mixed Membership Models
Figure 2 for Phenotype inference with Semi-Supervised Mixed Membership Models
Figure 3 for Phenotype inference with Semi-Supervised Mixed Membership Models
Figure 4 for Phenotype inference with Semi-Supervised Mixed Membership Models
Viaarxiv icon

Multiple Causal Inference with Latent Confounding

Add code
Aug 07, 2018
Figure 1 for Multiple Causal Inference with Latent Confounding
Figure 2 for Multiple Causal Inference with Latent Confounding
Viaarxiv icon

Deep Survival Analysis

Add code
Sep 18, 2016
Figure 1 for Deep Survival Analysis
Figure 2 for Deep Survival Analysis
Figure 3 for Deep Survival Analysis
Viaarxiv icon