abstention 1conformal prediction 1contamination certification 1deployment shift 1multi-domain retrieval 1n-1 contingency screening 1power flow analysis 1reranker-agnostic 1risk budgeting 1risk control 1selective verification 1
From the 2 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Certified Domain Consistency for Multi-Domain Retrieval: Label-Free Per-Domain Contamination Control with Conformal Risk Guarantees
Jayakumar Manoharan
The paper proposes C3R, a plug‑in layer for multi‑domain retrieval systems that uses inferred domain posteriors to certify per‑domain contamination budgets with conformal risk guar…
eess.SY2026
Audited Selective Verification for Risk-Controlled N-1 Thermal Contingency Screening under Deployment Shift
Jayakumar Manoharan
The paper proposes Audited Selective Verification, a risk‑budgeted method that uses a cheap surrogate and an online audit to decide which N‑1 outages to fully verify, providing sta…