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score-based classification

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learning with abstention (1) score-based prediction (1) two-stage algorithm (1) consistency guarantee (1) abstention learning (1) surrogate loss (1) multi-class classification (1)

Papers

Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention AISTATS 2024