cs.LG, math.ST, stat.ML, stat.TH

Risk-Controlled Post-Processing of Decision Policies

arXiv:2605.06479v1 Announce Type: new
Abstract: Predictive models are often deployed through existing decision policies that stakeholders are reluctant to change unless a risk constraint requires intervention. We study risk-controlled post-processing:…