Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2303.10694
Cited By
Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis
19 March 2023
Subhankar Ghosh
Taha Belkhouja
Yan Yan
J. Doppa
UQCV
Re-assign community
ArXiv
PDF
HTML
Papers citing
"Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis"
7 / 7 papers shown
Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey
L. J. L. Lopez
Shaza Elsharief
Dhiyaa Al Jorf
Firas Darwish
Congbo Ma
Farah E. Shamout
110
0
0
04 May 2025
Conformal Prediction: A Data Perspective
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
88
3
0
09 Oct 2024
Conformal Prediction via Regression-as-Classification
E. Guha
Shlok Natarajan
Thomas Möllenhoff
Mohammad Emtiyaz Khan
Eugène Ndiaye
24
11
0
12 Apr 2024
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Hongxin Wei
39
21
0
10 Oct 2023
Distribution-Free, Risk-Controlling Prediction Sets
Stephen Bates
Anastasios Nikolas Angelopoulos
Lihua Lei
Jitendra Malik
Michael I. Jordan
OOD
181
186
0
07 Jan 2021
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
Sangdon Park
Osbert Bastani
Nikolai Matni
Insup Lee
UQCV
136
68
0
31 Dec 2019
Cross-conformal predictors
V. Vovk
131
196
0
03 Aug 2012
1