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Confidence sets with expected sizes for Multiclass Classification
31 August 2016
Christophe Denis
Mohamed Hebiri
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Papers citing
"Confidence sets with expected sizes for Multiclass Classification"
17 / 17 papers shown
Title
Towards certifiable AI in aviation: landscape, challenges, and opportunities
Hymalai Bello
Daniel Geißler
L. Ray
Stefan Muller-Divéky
Peter Muller
Shannon Kittrell
Mengxi Liu
Bo Zhou
Paul Lukowicz
85
1
0
13 Sep 2024
Cardinality-Aware Set Prediction and Top-
k
k
k
Classification
Corinna Cortes
Anqi Mao
Christopher Mohri
M. Mohri
Yutao Zhong
64
7
0
09 Jul 2024
Top-
k
k
k
Classification and Cardinality-Aware Prediction
Anqi Mao
M. Mohri
Yutao Zhong
61
7
0
28 Mar 2024
A two-head loss function for deep Average-K classification
Camille Garcin
Maximilien Servajean
Alexis Joly
Joseph Salmon
52
0
0
31 Mar 2023
Learning Acceptance Regions for Many Classes with Anomaly Detection
Zhou Wang
Xingye Qiao
61
1
0
20 Sep 2022
Prediction intervals with controlled length in the heteroscedastic Gaussian regression
Christophe Denis
Mohamed Hebiri
A. Zaoui
41
0
0
08 Sep 2022
Set-valued prediction in hierarchical classification with constrained representation complexity
Thomas Mortier
Eyke Hüllermeier
Krzysztof Dembczyñski
Willem Waegeman
119
3
0
13 Mar 2022
Classification Under Ambiguity: When Is Average-K Better Than Top-K?
Titouan Lorieul
Alexis Joly
Dennis Shasha
65
1
0
16 Dec 2021
Statistical Guarantees for Fairness Aware Plug-In Algorithms
Drona Khurana
S. Ravichandran
Sparsh Jain
N. Edakunni
FaML
107
0
0
27 Jul 2021
Posthoc Verification and the Fallibility of the Ground Truth
Yifan Ding
Nicholas Botzer
Tim Weninger
54
5
0
02 Jun 2021
Set-valued classification -- overview via a unified framework
Evgenii Chzhen
Christophe Denis
Mohamed Hebiri
Titouan Lorieul
174
34
0
24 Feb 2021
Selective Classification via One-Sided Prediction
Aditya Gangrade
Anil Kag
Venkatesh Saligrama
UQCV
115
36
0
15 Oct 2020
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
Sangdon Park
Osbert Bastani
Nikolai Matni
Insup Lee
UQCV
248
70
0
31 Dec 2019
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification
Evgenii Chzhen
Christophe Denis
Mohamed Hebiri
L. Oneto
Massimiliano Pontil
FaML
227
87
0
12 Jun 2019
Minimax semi-supervised confidence sets for multi-class classification
Evgenii Chzhen
Christophe Denis
Mohamed Hebiri
48
8
0
29 Apr 2019
Stochastic Negative Mining for Learning with Large Output Spaces
Sashank J. Reddi
Satyen Kale
Felix X. Yu
D. Holtmann-Rice
Jiecao Chen
Sanjiv Kumar
NoLa
89
62
0
16 Oct 2018
Learning Confidence Sets using Support Vector Machines
Wenbo Wang
Xingye Qiao
64
13
0
28 Sep 2018
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