On the Calibration of Multiclass Classification with Rejection

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On the Calibration of Multiclass Classification with Rejection

30 January 2019

Nontawat Charoenphakdee

Masashi Sugiyama

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Papers citing "On the Calibration of Multiclass Classification with Rejection"

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Title
Partial-Label Learning with a Reject Option Tobias Fuchs Florian Kalinke Klemens Bohm 132 1 0 08 Jan 2025
Rejection via Learning Density Ratios Alexander Soen Hisham Husain Philip Schulz Vu-Linh Nguyen 135 2 0 29 May 2024
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection Yujin Han Mingwenchan Xu Leying Guan 50 3 0 04 Feb 2023
Is Out-of-Distribution Detection Learnable? Zhen Fang Yixuan Li Jie Lu Jiahua Dong Bo Han Feng Liu OODD 150 133 0 26 Oct 2022
Calibrated Selective Classification Adam Fisch Tommi Jaakkola Regina Barzilay 91 17 0 25 Aug 2022
Calibrated Learning to Defer with One-vs-All Classifiers Rajeev Verma Eric Nalisnick 80 45 0 08 Feb 2022
Surrogate Regret Bounds for Polyhedral Losses Rafael Frongillo Bo Waggoner 60 14 0 26 Oct 2021
When in Doubt, Summon the Titans: Efficient Inference with Large Models A. S. Rawat Manzil Zaheer A. Menon Amr Ahmed Sanjiv Kumar 58 7 0 19 Oct 2021
Set-valued classification -- overview via a unified framework Evgenii Chzhen Christophe Denis Mohamed Hebiri Titouan Lorieul 176 34 0 24 Feb 2021
A Symmetric Loss Perspective of Reliable Machine Learning Nontawat Charoenphakdee Jongyeong Lee Masashi Sugiyama 83 0 0 05 Jan 2021
SALAD: Self-Assessment Learning for Action Detection Guillaume Vaudaux-Ruth Adrien Chan-Hon-Tong Catherine Achard 44 8 0 13 Nov 2020
Classification with Rejection Based on Cost-sensitive Classification Nontawat Charoenphakdee Zhenghang Cui Yivan Zhang Masashi Sugiyama 174 67 0 22 Oct 2020
Selective Classification via One-Sided Prediction Aditya Gangrade Anil Kag Venkatesh Saligrama UQCV 115 36 0 15 Oct 2020
A Unifying Review of Deep and Shallow Anomaly Detection Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus-Robert Muller UQCV 150 806 0 24 Sep 2020
Consistent Estimators for Learning to Defer to an Expert Hussein Mozannar David Sontag 93 205 0 02 Jun 2020