Michael C. Burkhart's picture

Michael C. Burkhart

burkh4rt

·

https://burkh4rt.github.io

AI & ML interests

sequential Bayesian inference, semi-supervised learning, causal inference

Recent Activity

authored a paper 1 day ago

Efficient Variance-reduced Estimation from Generative EHR Models: The SCOPE and REACH Estimators

authored a paper 1 day ago

Representation Before Training: A Fixed-Budget Benchmark for Generative Medical Event Models

authored a paper 9 months ago

Quantifying surprise in clinical care: Detecting highly informative events in electronic health records with foundation models

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Organizations

Papers 13

arxiv:2604.16775

arxiv:2602.03730

arxiv:2508.01521

arxiv:2507.22798

models 0

None public yet

datasets 0

None public yet