Conformal Prediction for Deep Classifier via Label Ranking

Conformal Prediction for Deep Classifier via Label Ranking

10 October 2023

Papers citing "Conformal Prediction for Deep Classifier via Label Ranking"

13 / 63 papers shown

Title
Prediction and outlier detection in classification problems Leying Guan Robert Tibshirani 30 68 0 10 May 2019
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 141 601 0 08 May 2019
The limits of distribution-free conditional predictive inference Rina Foygel Barber Emmanuel J. Candès Aaditya Ramdas Robert Tibshirani UQCV 113 272 0 12 Mar 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 64 1,693 0 13 Feb 2019
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 154 5,774 0 14 Jun 2017
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks Dan Hendrycks Kevin Gimpel UQCV 86 3,420 0 07 Oct 2016
Least Ambiguous Set-Valued Classifiers with Bounded Error Levels Mauricio Sadinle Jing Lei Larry A. Wasserman 77 239 0 02 Sep 2016
End to End Learning for Self-Driving Cars Mariusz Bojarski D. Testa Daniel Dworakowski Bernhard Firner B. Flepp ... Urs Muller Jiakai Zhang Xin Zhang Jake Zhao Karol Zieba SSL 34 4,153 0 25 Apr 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 415 9,233 0 06 Jun 2015
A Conformal Prediction Approach to Explore Functional Data Jing Lei Alessandro Rinaldo Larry A. Wasserman 77 128 0 26 Feb 2013
Conditional validity of inductive conformal predictors V. Vovk 107 412 0 12 Sep 2012
Cross-conformal predictors V. Vovk 243 200 0 03 Aug 2012
A tutorial on conformal prediction Glenn Shafer V. Vovk 176 1,122 0 21 Jun 2007