Set-valued classification -- overview via a unified framework

24 February 2021

Papers citing "Set-valued classification -- overview via a unified framework"

22 / 22 papers shown

Title
Conformal Prediction Sets Can Cause Disparate Impact Jesse C. Cresswell Bhargava Kumar Yi Sui Mouloud Belbahri FaML 518 2 0 17 Feb 2025
Classification with Valid and Adaptive Coverage Yaniv Romano Matteo Sesia Emmanuel J. Candès 387 324 0 03 Jun 2020
Presence-Only Geographical Priors for Fine-Grained Image Classification Oisin Mac Aodha Elijah Cole Pietro Perona 73 166 0 12 Jun 2019
Minimax semi-supervised confidence sets for multi-class classification Evgenii Chzhen Christophe Denis Mohamed Hebiri 26 8 0 29 Apr 2019
The limits of distribution-free conditional predictive inference Rina Foygel Barber Emmanuel J. Candès Aaditya Ramdas Robert Tibshirani UQCV 390 275 0 12 Mar 2019
On the Consistency of Top-k Surrogate Losses Forest Yang Oluwasanmi Koyejo 34 49 0 30 Jan 2019
On the Calibration of Multiclass Classification with Rejection Chenri Ni Nontawat Charoenphakdee Junya Honda Masashi Sugiyama 44 55 0 30 Jan 2019
Smooth Loss Functions for Deep Top-k Classification Leonard Berrada Andrew Zisserman M. P. Kumar 49 118 0 21 Feb 2018
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,833 0 14 Jun 2017
On Reject and Refine Options in Multicategory Classification Chong Zhang Wenbo Wang Xingye Qiao 27 22 0 09 Jan 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 520 10,330 0 16 Nov 2016
Least Ambiguous Set-Valued Classifiers with Bounded Error Levels Mauricio Sadinle Jing Lei Larry A. Wasserman 181 247 0 02 Sep 2016
Confidence sets with expected sizes for Multiclass Classification Christophe Denis Mohamed Hebiri 60 29 0 31 Aug 2016
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 404 842 0 14 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Loss Functions for Top-k Error: Analysis and Insights Maksim Lapin Matthias Hein Bernt Schiele 148 96 0 01 Dec 2015
Top-k Multiclass SVM Maksim Lapin Matthias Hein Bernt Schiele VLM 38 92 0 20 Nov 2015
Consistency of plug-in confidence sets for classification in semi-supervised learning Christophe Denis Mohamed Hebiri 54 34 0 26 Jul 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,547 0 01 Sep 2014
Conditional validity of inductive conformal predictors V. Vovk 228 418 0 12 Sep 2012
Enhancing Navigation on Wikipedia with Social Tags A. Zubiaga 53 110 0 23 Feb 2012
Multi-column Deep Neural Networks for Image Classification D. Ciresan U. Meier Jürgen Schmidhuber 168 3,943 0 13 Feb 2012