conftrace_

conditional risk

7 papers

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Co-occurring keywords · papers mentioning both

online learning (2) multi-group learning (1) hidden stratification (1) near-optimal algorithm (1) kernel methods (1) sensitive variable (1) pairwise discrepancy (1) classification with reject option (1) reject option classification (1) plugin estimate (1)

Papers

Localized Adaptive Risk Control NeurIPS 2024 SCOD: From Heuristics to Theory ECCV 2024 Towards Calibrated Losses for Adversarial Robust Reject Option Classification ACML 2024 Simple and near-optimal algorithms for hidden stratification and multi-group learning ICML 2022 On discriminative learning of prediction uncertainty ICML 2019 Empirical Risk Minimization Under Fairness Constraints NeurIPS 2018 Learning Theory for Conditional Risk Minimization AISTATS 2017