Conformal Loss-Controlling Prediction

6 January 2023

Papers citing "Conformal Loss-Controlling Prediction"

5 / 5 papers shown

Title
Guaranteed Coverage Prediction Intervals with Gaussian Process Regression Harris Papadopoulos 19 10 0 24 Oct 2023
Loss-Controlling Calibration for Predictive Models Di Wang Junzhi Shi Pingping Wang Shuo Zhuang Hongyue Li 10 0 0 11 Jan 2023
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 95 125 0 03 Oct 2021
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 176 53 0 17 Feb 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 176 184 0 07 Jan 2021