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Selective Classification via One-Sided Prediction
15 October 2020
Aditya Gangrade
Anil Kag
Venkatesh Saligrama
UQCV
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Papers citing
"Selective Classification via One-Sided Prediction"
25 / 25 papers shown
Title
Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings
Angéline Pouget
Mohammad Yaghini
Stephan Rabanser
Nicolas Papernot
29
0
0
28 May 2025
Interpretable and Fair Mechanisms for Abstaining Classifiers
Daphne Lenders
Andrea Pugnana
Roberto Pellungrini
Toon Calders
D. Pedreschi
F. Giannotti
FaML
143
1
0
24 Mar 2025
Realizable
H
H
H
-Consistent and Bayes-Consistent Loss Functions for Learning to Defer
Anqi Mao
M. Mohri
Yutao Zhong
67
10
0
18 Jul 2024
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
Mohammad-Amin Charusaie
Samira Samadi
52
1
0
17 Jul 2024
Selective Explanations
Lucas Monteiro Paes
Dennis L. Wei
Flavio du Pin Calmon
FAtt
68
0
0
29 May 2024
Rescuing referral failures during automated diagnosis of domain-shifted medical images
Anuj Srivastava
Karm Patel
Pradeep Shenoy
D. Sridharan
OOD
63
0
0
28 Nov 2023
Model Agnostic Explainable Selective Regression via Uncertainty Estimation
Andrea Pugnana
Carlos Mougan
Dan Saattrup Nielsen
78
0
0
15 Nov 2023
Regression with Cost-based Rejection
Xin Cheng
Yuzhou Cao
Haobo Wang
Hongxin Wei
Bo An
Lei Feng
OOD
79
7
0
08 Nov 2023
Principled Approaches for Learning to Defer with Multiple Experts
Anqi Mao
M. Mohri
Yutao Zhong
67
23
0
23 Oct 2023
Predictor-Rejector Multi-Class Abstention: Theoretical Analysis and Algorithms
Anqi Mao
M. Mohri
Yutao Zhong
88
27
0
23 Oct 2023
Theoretically Grounded Loss Functions and Algorithms for Score-Based Multi-Class Abstention
Anqi Mao
M. Mohri
Yutao Zhong
50
24
0
23 Oct 2023
Learning to Abstain From Uninformative Data
Yikai Zhang
Songzhu Zheng
M. Dalirrooyfard
Pengxiang Wu
Anderson Schneider
Anant Raj
Yuriy Nevmyvaka
Chao Chen
48
2
0
25 Sep 2023
When Does Confidence-Based Cascade Deferral Suffice?
Wittawat Jitkrittum
Neha Gupta
A. Menon
Harikrishna Narasimhan
A. S. Rawat
Surinder Kumar
53
23
0
06 Jul 2023
Conservative Prediction via Data-Driven Confidence Minimization
Caroline Choi
Fahim Tajwar
Yoonho Lee
Huaxiu Yao
Ananya Kumar
Chelsea Finn
71
5
0
08 Jun 2023
Counterfactually Comparing Abstaining Classifiers
Yo Joong Choe
Aditya Gangrade
Aaditya Ramdas
62
1
0
17 May 2023
A Minimax Approach Against Multi-Armed Adversarial Attacks Detection
Federica Granese
Marco Romanelli
S. Garg
Pablo Piantanida
AAML
55
0
0
04 Feb 2023
Plugin estimators for selective classification with out-of-distribution detection
Harikrishna Narasimhan
A. Menon
Wittawat Jitkrittum
Surinder Kumar
OODD
75
4
0
29 Jan 2023
Who Should Predict? Exact Algorithms For Learning to Defer to Humans
Hussein Mozannar
Hunter Lang
Dennis L. Wei
P. Sattigeri
Subhro Das
David Sontag
100
51
0
15 Jan 2023
Selective classification using a robust meta-learning approach
Nishant Jain
Karthikeyan Shanmugam
Pradeep Shenoy
OOD
73
2
0
12 Dec 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
Saeid Asgari Taghanaki
Aliasghar Khani
Fereshte Khani
A. Gholami
Linh-Tam Tran
Ali Mahdavi-Amiri
Ghassan Hamarneh
AAML
100
48
0
30 Sep 2022
Sample Efficient Learning of Predictors that Complement Humans
Mohammad-Amin Charusaie
Hussein Mozannar
David Sontag
Samira Samadi
73
34
0
19 Jul 2022
Selective Prediction via Training Dynamics
Stephan Rabanser
Anvith Thudi
Kimia Hamidieh
Adam Dziedzic
Nicolas Papernot
Akram Bin Sediq
Hamza Sokun
Nicolas Papernot
114
22
0
26 May 2022
Online Selective Classification with Limited Feedback
Aditya Gangrade
Anil Kag
Ashok Cutkosky
Venkatesh Saligrama
79
5
0
27 Oct 2021
Machine Learning with a Reject Option: A survey
Kilian Hendrickx
Lorenzo Perini
Dries Van der Plas
Wannes Meert
Jesse Davis
MU
96
129
0
23 Jul 2021
Classification with Rejection Based on Cost-sensitive Classification
Nontawat Charoenphakdee
Zhenghang Cui
Yivan Zhang
Masashi Sugiyama
168
67
0
22 Oct 2020
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