Optimal strategies for reject option classifiers

29 January 2021

Papers citing "Optimal strategies for reject option classifiers"

10 / 10 papers shown

Title
Adaptive Temperature Scaling with Conformal Prediction Nikita Kotelevskii Mohsen Guizani Eric Moulines Maxim Panov 14 0 0 21 May 2025
A Connection Between Learning to Reject and Bhattacharyya Divergences Alexander Soen 60 0 0 08 May 2025
Interpretable and Fair Mechanisms for Abstaining Classifiers Daphne Lenders Andrea Pugnana Roberto Pellungrini Toon Calders D. Pedreschi F. Giannotti FaML 99 1 0 24 Mar 2025
A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators Han Zhou Jordy Van Landeghem Teodora Popordanoska Matthew B. Blaschko 46 0 0 20 Oct 2024
A Causal Framework for Evaluating Deferring Systems Filippo Palomba Andrea Pugnana Jose M. Alvarez Salvatore Ruggieri CML 59 3 0 29 May 2024
Rejection via Learning Density Ratios Alexander Soen Hisham Husain Philip Schulz Vu-Linh Nguyen 63 2 0 29 May 2024
Revisiting Confidence Estimation: Towards Reliable Failure Prediction Fei Zhu Xu-Yao Zhang Zhen Cheng Cheng-Lin Liu UQCV 57 10 0 05 Mar 2024
Is Out-of-Distribution Detection Learnable? Zhen Fang Yixuan Li Jie Lu Jiahua Dong Bo Han Feng Liu OODD 44 125 0 26 Oct 2022
Learning When to Say "I Don't Know" Nicholas Kashani Motlagh Jim Davis Tim Anderson Jeremy Gwinnup 26 1 0 11 Sep 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 278 5,695 0 05 Dec 2016