Conformal Prediction is Robust to Dispersive Label Noise

28 September 2022

Papers citing "Conformal Prediction is Robust to Dispersive Label Noise"

5 / 5 papers shown

Title
Achieving Risk Control in Online Learning Settings Shai Feldman Liran Ringel Stephen Bates Yaniv Romano 61 28 0 18 May 2022
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 86 125 0 03 Oct 2021
Evaluating Multi-label Classifiers with Noisy Labels Wenting Zhao Carla P. Gomes NoLa 49 14 0 16 Feb 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 173 184 0 07 Jan 2021
Cross-conformal predictors V. Vovk 110 194 0 03 Aug 2012