Distribution-Free Predictive Inference under Unknown Temporal Drift

10 June 2024

Papers citing "Distribution-Free Predictive Inference under Unknown Temporal Drift"

7 / 7 papers shown

Title
Informativeness of Weighted Conformal Prediction Mufang Ying Wenge Guo K. Khamaru Ying Hung 19 2 0 10 May 2024
Model Assessment and Selection under Temporal Distribution Shift Elise Han Chengpiao Huang Kaizheng Wang OOD 30 1 0 13 Feb 2024
PAC Prediction Sets Under Label Shift Wenwen Si Sangdon Park Insup Lee Edgar Dobriban Osbert Bastani 20 7 0 19 Oct 2023
An Adaptive Algorithm for Learning with Unknown Distribution Drift Alessio Mazzetto E. Upfal OOD 28 4 0 03 May 2023
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 173 160 0 07 Jan 2021
Conformal prediction for time series Chen Xu Yao Xie AI4TS 33 21 0 18 Oct 2020
New Analysis and Algorithm for Learning with Drifting Distributions M. Mohri Andrés Munoz Medina 77 123 0 19 May 2012