Conformal Inference for Online Prediction with Arbitrary Distribution
Shifts

Conformal Inference for Online Prediction with Arbitrary Distribution Shifts

17 August 2022

Isaac Gibbs

Emmanuel Candès

Papers citing "Conformal Inference for Online Prediction with Arbitrary Distribution Shifts"

9 / 59 papers shown

Title
Conformal Prediction Regions for Time Series using Linear Complementarity Programming Matthew Cleaveland Insup Lee George J. Pappas Lars Lindemann 21 29 0 03 Apr 2023
Improved Online Conformal Prediction via Strongly Adaptive Online Learning Aadyot Bhatnagar Haiquan Wang Caiming Xiong Yu Bai AI4TS 25 47 0 15 Feb 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control Zhen Lin Shubhendu Trivedi Cao Xiao Jimeng Sung 23 2 0 02 Feb 2023
Conformal inference is (almost) free for neural networks trained with early stopping Zi-Chen Liang Yan Zhou Matteo Sesia BDL 16 10 0 27 Jan 2023
Adaptive Conformal Prediction for Motion Planning among Dynamic Agents Anushri Dixit Lars Lindemann Skylar X. Wei Matthew Cleaveland George J. Pappas J. W. Burdick 17 60 0 01 Dec 2022
Distribution Free Prediction Sets for Node Classification J. Clarkson AI4CE 30 24 0 26 Nov 2022
Probabilistic Conformal Prediction Using Conditional Random Samples Zhendong Wang Ruijiang Gao Mingzhang Yin Mingyuan Zhou David M. Blei TPM 34 22 0 14 Jun 2022
Achieving Risk Control in Online Learning Settings Shai Feldman Liran Ringel Stephen Bates Yaniv Romano 68 28 0 18 May 2022
Sample-Efficient Safety Assurances using Conformal Prediction Rachel Luo Shengjia Zhao Jonathan Kuck B. Ivanovic Silvio Savarese Edward Schmerling Marco Pavone 48 56 0 28 Sep 2021