2 papers
cs.LG2026
Split Conformal Prediction with Label-Shift-Adjusted Bayesian Scores
Hyeonsu Lee, Juyeon Kim, Erkhembayar Jadamba +2
Conformal prediction provides distribution-free uncertainty quantification under exchangeability. However, this assumption is violated by label shift, where the marginal distributi…
cs.LG2026
Conformal Prediction for Molecular Properties under Label Shift
Hyeonsu Lee, Juyeon Kim, Erkhembayar Jadamba +2
Drug discovery and development underpins healthcare but remains costly and failure-prone. A critical bottleneck lies in predicting molecular properties such as solubility, potency,…