Skip to content
conftrace_

calibrated surrogate

5 papers

Explore in graph

Co-occurring keywords · papers mentioning both

convex surrogate (3) bayes optimal classifier (2) surrogate loss (2) multi-class classification (2) tree distance metric (1) conditional risk (1) property elicitation (1) surrogate risk minimization (1) piecewise linear scoring function (1) regret transfer bound (1)

Papers

Towards Calibrated Losses for Adversarial Robust Reject Option Classification ACML 2024 Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class NeurIPS 2020 Convex Calibrated Surrogates for the Multi-Label F-Measure ICML 2020 Convex Calibrated Surrogates for Hierarchical Classification ICML 2015 On Consistent Surrogate Risk Minimization and Property Elicitation COLT 2015