conftrace_

classification with rejection

6 papers

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Also known as

CWR

Co-occurring keywords

abstention mechanism (10) selective prediction (43) abstention (1) risk bound (71) abstention learning (6) noisy label (321) adversarial example (564) positive-unlabeled learning (69) density ratio (30) alpha divergence (13)

Papers

Rejection via Learning Density Ratios NIPS 2024
SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models AAAI 2022
Generalizing Consistent Multi-Class Classification with Rejection to be Compatible with Arbitrary Losses NIPS 2022
Classification with Rejection Based on Cost-sensitive Classification ICML 2021
Classification with Rejection: Scaling Generative Classifiers with Supervised Deep Infomax IJCAI 2020
Agnostic Selective Classification NIPS 2011