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reject option

18 papers

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Co-occurring keywords

binary classification (678) selective classification (33) deep neural network (1803) surrogate loss (94) selective prediction (43) support vector machine (978) hinge loss (49) double hinge loss (2) posterior probabilities (4) auc optimization (28)

Papers

DEGRE: Dynamic Gating Ensembles for Trust-Aware Rejection in Medical Image Diagnostics AAAI 2026
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option EMNLP 2024
A Model-Agnostic Heuristics for Selective Classification AAAI 2023
AUC-based Selective Classification AISTATS 2023
Optimal Strategies for Reject Option Classifiers JMLR 2023
Online Active Learning of Reject Option Classifiers AAAI 2020
AUC Optimization with a Reject Option AAAI 2020
Regression with reject option and application to kNN NIPS 2020
Generative Well-intentioned Networks NIPS 2019
SelectiveNet: A Deep Neural Network with an Integrated Reject Option ICML 2019
Speech Emotion Recognition with a Reject Option INTERSPEECH 2019
Selective Classification for Deep Neural Networks NIPS 2017
Convex Calibrated Surrogates for Hierarchical Classification ICML 2015
Pointwise Tracking the Optimal Regression Function NIPS 2012
Classification Methods with Reject Option Based on Convex Risk Minimization JMLR 2010
On the Foundations of Noise-free Selective Classification JMLR 2010
Classification with a Reject Option using a Hinge Loss JMLR 2008
Support Vector Machines with a Reject Option NIPS 2008