conftrace_

bayes-optimal classifier

6 papers

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Co-occurring keywords

regret bound (1926) algorithmic fairness (284) demographic parity (75) fairness intervention (7) f-measure optimization (7) instance-dependent regret (4) group disparity (10) neural network (6616) predictive parity (2) population loss (6)

Papers

Bayes-Optimal Fair Classification with Multiple Sensitive Features AAAI 2026
Self-training Converts Weak Learners to Strong Learners in Mixture Models AISTATS 2022
Fair Bayes-Optimal Classifiers Under Predictive Parity NIPS 2022
Improved Algorithms for Neural Active Learning NIPS 2022
Unintended Selection: Persistent Qualification Rate Disparities and Interventions NIPS 2021
On the Bayes-Optimality of F-Measure Maximizers JMLR 2014