cost-sensitive classification

Demographic Parity in Regression and Classification Within the Unawareness Framework JMLR 2026 Second-Order Bounds for $[0,1]$-Valued Regression via Betting Loss COLT 2026 Classification with Rejection Based on Cost-sensitive Classification ICML 2021 Active Learning for Cost-Sensitive Classification JMLR 2019 Classification with Costly Features Using Deep Reinforcement Learning AAAI 2019 Efficient Bayes Risk Estimation for Cost-Sensitive Classification AISTATS 2019 From Cost-Sensitive Classification to Tight F-measure Bounds AISTATS 2019 Infinite Task Learning in RKHSs AISTATS 2019 Surrogate Objectives for Batch Policy Optimization in One-step Decision Making NeurIPS 2019 A Reductions Approach to Fair Classification ICML 2018 Active Learning for Cost-Sensitive Classification ICML 2017 Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours ALT 2017 Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting ICML 2014 Optimizing F-Measures by Cost-Sensitive Classification NeurIPS 2014 Reduction from Cost-Sensitive Multiclass Classification to One-versus-One Binary Classification ACML 2014 Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits ICML 2014 Selective sampling algorithms for cost-sensitive multiclass prediction ICML 2013 Information, Divergence and Risk for Binary Experiments JMLR 2011 On Equivalence Relationships Between Classification and Ranking Algorithms JMLR 2011 Distribution-Calibrated Hierarchical Classification NeurIPS 2009