Tag: transductive

Fundamental bounds on efficiency-confidence trade-off for transductive conformal prediction arXiv:2509.04631v1 Announce Type: cross Abstract: Transductive conformal prediction addresses the simultaneous prediction for multiple data points. Given a desired confidence level, the objective is to construct a prediction set that includes the true outcomes with the prescribed confidence. We demonstrate a fundamental trade-off between confidence and…