Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation
This research proposed a Bayesian neural controlled differential equation (BNCDE) for estimating treatment effects over time in healthcare. Traditional methods are limited to point estimates, but the BNCDE provides meaningful…
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