Conformal Drug Property Prediction with Density Estimation under Covariate Shift

Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun

In drug discovery, it is vital to confirm the predictions of pharmaceutical properties from computational models using costly wet-lab experiments. Hence, obtaining reliable uncerta…