Ke-Wei Liang

Exact Finite-Population Sequential Auditing for Selective Release from Model-Proposed Candidate Sets

Predictive models can rank low-risk cases, but past accuracy cannot establish that skipping review is safe in the current batch. We formulate selective release as a risk-constrained finite-population audit design. A model-proposed candidate and its audit plan are frozen before candidate outcomes are revealed, after whi...