Learning Optimal Conformal Classifiers

18 October 2021

Papers citing "Learning Optimal Conformal Classifiers"

10 / 60 papers shown

Title
Bayesian Optimization with Conformal Prediction Sets Samuel Stanton Wesley J. Maddox A. Wilson 33 24 0 22 Oct 2022
Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction Sangwoo Park K. Cohen Osvaldo Simeone 18 13 0 06 Oct 2022
Predictive Inference with Feature Conformal Prediction Jiaye Teng Chuan Wen Dinghuai Zhang Yoshua Bengio Yang Gao Yang Yuan 29 25 0 01 Oct 2022
Split Localized Conformal Prediction Xing Han Ziyang Tang Joydeep Ghosh Qiang Liu 10 18 0 27 Jun 2022
Conformal Off-Policy Prediction in Contextual Bandits Muhammad Faaiz Taufiq Jean-François Ton R. Cornish Yee Whye Teh Arnaud Doucet OffRL 22 23 0 09 Jun 2022
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder Yaniv Romano Matteo Sesia Yanfei Zhou UQCV 23 47 0 12 May 2022
On the Utility of Prediction Sets in Human-AI Teams Varun Babbar Umang Bhatt Adrian Weller 20 31 0 03 May 2022
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 36 581 0 15 Jul 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 178 185 0 07 Jan 2021
Cross-conformal predictors V. Vovk 120 196 0 03 Aug 2012