conftrace_

hypothesis set

4 papers

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Co-occurring keywords

consistency bound (7) surrogate loss (94) surrogate loss function (11) learning to defer (17) excess error bound (3) region-based learning (1) iwal algorithm (1) adversarial loss (63) classification error (38) bayes consistency (15)

Papers

Realizable $H$-Consistent and Bayes-Consistent Loss Functions for Learning to Defer NIPS 2024
$H$-Consistency Bounds: Characterization and Extensions NIPS 2023
H-Consistency Bounds for Surrogate Loss Minimizers ICML 2022
Region-Based Active Learning AISTATS 2019