Conformal Prediction Sets with Limited False Positives

Conformal Prediction Sets with Limited False Positives

15 February 2022

Regina Barzilay

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Papers citing "Conformal Prediction Sets with Limited False Positives"

17 / 17 papers shown

Title
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 1.0K 5 0 09 Oct 2024
Conformal Prediction for Natural Language Processing: A Survey Margarida M. Campos António Farinhas Chrysoula Zerva Mário A. T. Figueiredo André F. T. Martins AI4CE 259 18 0 03 May 2024
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition Floris den Hengst Ralf Wolter Patrick Altmeyer Arda Kaygan 94 2 0 27 Mar 2024
Conformalized Credal Set Predictors Alireza Javanmardi David Stutz Eyke Hüllermeier 90 14 0 16 Feb 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors Dennis Ulmer Chrysoula Zerva André F. T. Martins 195 13 0 01 Feb 2024
Conformal Prediction for Deep Classifier via Label Ranking Jianguo Huang Huajun Xi Linjun Zhang Huaxiu Yao Yue Qiu Hongxin Wei 215 26 0 10 Oct 2023
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification Yizhe Zhang Shuo Wang Yejia Zhang Da Chen MedIm 75 5 0 09 Sep 2023
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence Sara Narteni Alberto Carlevaro Fabrizio Dabbene M. Muselli Maurizio Mongelli 51 0 0 04 Sep 2023
Conformal prediction under ambiguous ground truth David Stutz Abhijit Guha Roy Tatiana Matejovicova Patricia Strachan A. Cemgil Arnaud Doucet 200 20 0 18 Jul 2023
Model-free selective inference under covariate shift via weighted conformal p-values Ying Jin Emmanuel J. Candès 196 16 0 18 Jul 2023
Conformal Language Modeling Victor Quach Adam Fisch Tal Schuster Adam Yala J. Sohn Tommi Jaakkola Regina Barzilay 249 67 0 16 Jun 2023
Conformalizing Machine Translation Evaluation Chrysoula Zerva André F.T. Martins 140 3 0 09 Jun 2023
Adaptive Conformal Regression with Jackknife+ Rescaled Scores N. Deutschmann Mattia Rigotti María Rodríguez Martínez 68 10 0 31 May 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control Zhen Lin Shubhendu Trivedi Cao Xiao Jimeng Sung 58 2 0 02 Feb 2023
Conformal Loss-Controlling Prediction Di Wang Pingping Wang Zhong Ji Xiaojun Yang Hongyue Li 90 2 0 06 Jan 2023
Conformal Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Adam Fisch Lihua Lei Tal Schuster 205 141 0 04 Aug 2022
Confident Adaptive Language Modeling Tal Schuster Adam Fisch Jai Gupta Mostafa Dehghani Dara Bahri Vinh Q. Tran Yi Tay Donald Metzler 151 169 0 14 Jul 2022