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learning with abstention

4 papers

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Co-occurring keywords · papers mentioning both

score-based classification (1) proper abstention (1) minimax guarantee (1) littlestone class (1) adversarially robust learning (1) learning bound (1) score-based prediction (1) two-stage algorithm (1) perturbation set (1) consistency guarantee (1)

Papers

Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention AISTATS 2024 Adversarially Robust Learning with Uncertain Perturbation Sets NeurIPS 2023 Efficient Active Learning with Abstention NeurIPS 2022 Agnostic Selective Classification NeurIPS 2011