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08/02/2023
LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs
We show that large language models (LLMs) are remarkably good at working...
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11/01/2021
NOTMAD: Estimating Bayesian Networks with Sample-Specific Structures and Parameters
Context-specific Bayesian networks (i.e. directed acyclic graphs, DAGs) ...
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01/24/2019
Causal Mediation Analysis Leveraging Multiple Types of Summary Statistics Data
Summary statistics of genome-wide association studies (GWAS) teach causa...
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11/04/2018
Genie: A Secure, Transparent Sharing and Services Platform for Genetic and Health Data
Artificial Intelligence (AI) incorporating genetic and medical informati...
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11/01/2018
A latent topic model for mining heterogenous non-randomly missing electronic health records data
Electronic health records (EHR) are rich heterogeneous collection of pat...
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06/15/2016
Network Maximal Correlation
We introduce Network Maximal Correlation (NMC) as a multivariate measure...
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11/23/2014