Single Trajectory Conformal Prediction

3 June 2024

Papers citing "Single Trajectory Conformal Prediction"

7 / 7 papers shown

Title
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy V. Deshmukh 55 13 0 31 Aug 2024
Distribution-Free Predictive Inference under Unknown Temporal Drift Elise Han Chengpiao Huang Kaizheng Wang 32 0 0 10 Jun 2024
PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction Apoorva Sharma Sushant Veer Asher Hancock Heng Yang Marco Pavone Anirudha Majumdar 41 8 0 07 Dec 2023
Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference Navid Hashemi Xin Qin Lars Lindemann Jyotirmoy V. Deshmukh AI4CE 21 17 0 17 Sep 2023
Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains Buddhika Nettasinghe S. Chatterjee R. Tipireddy M. Halappanavar 39 11 0 05 Oct 2022
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
Conformal prediction for time series Chen Xu Yao Xie AI4TS 33 32 0 18 Oct 2020