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Conformal Prediction Regions for Time Series using Linear Complementarity Programming

3 April 2023

George J. Pappas

Papers citing "Conformal Prediction Regions for Time Series using Linear Complementarity Programming"

23 / 23 papers shown

Title
Composing Agents to Minimize Worst-case Risk Guruprerana Shabadi Rajeev Alur 78 0 0 05 Jun 2025
JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows Eshant English Christoph Lippert 48 0 0 29 May 2025
PCA-DDReach: Efficient Statistical Reachability Analysis of Stochastic Dynamical Systems via Principal Component Analysis Navid Hashemi Lars Lindemann Jyotirmoy Deshmukh 176 0 0 20 May 2025
Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model Xiannan Huang Shuhan Qiu AI4TS 99 0 0 13 May 2025
Distributionally Robust Predictive Runtime Verification under Spatio-Temporal Logic Specifications Yiqi Zhao Emily Zhu Bardh Hoxha Georgios Fainekos Jyotirmoy Deshmukh Lars Lindemann 214 0 0 03 Apr 2025
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 484 6 0 03 Jan 2025
Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series Eshant English C. Lippert AI4TS AI4CE 105 2 0 26 Nov 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 1.0K 5 0 09 Oct 2024
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy Deshmukh 731 17 0 31 Aug 2024
Statistical Reachability Analysis of Stochastic Cyber-Physical Systems under Distribution Shift Navid Hashemi Lars Lindemann Jyotirmoy V. Deshmukh 226 3 0 16 Jul 2024
JANET: Joint Adaptive predictioN-region Estimation for Time-series Eshant English Eliot Wong-Toi Matteo Fontana Stephan Mandt Padhraic Smyth Christoph Lippert AI4TS 249 2 0 08 Jul 2024
Length Optimization in Conformal Prediction Shayan Kiyani George Pappas Hamed Hassani 113 17 0 27 Jun 2024
Single Trajectory Conformal Prediction Brian Lee Nikolai Matni 214 2 0 03 Jun 2024
Conformal Off-Policy Prediction for Multi-Agent Systems Tom Kuipers Renukanandan Tumu Shuo Yang Milad Kazemi Rahul Mangharam Nicola Paoletti OffRL 200 1 0 25 Mar 2024
Safe Task Planning for Language-Instructed Multi-Robot Systems using Conformal Prediction Jun Wang Guocheng He Y. Kantaros 81 10 0 23 Feb 2024
Conformal Predictive Programming for Chance Constrained Optimization Yiqi Zhao Xinyi Yu Matteo Sesia Lars Lindemann Lars Lindemann 206 4 0 12 Feb 2024
Multi-Modal Conformal Prediction Regions with Simple Structures by Optimizing Convex Shape Templates Renukanandan Tumu Matthew Cleaveland Rahul Mangharam George J. Pappas Lars Lindemann 69 2 0 12 Dec 2023
PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction Apoorva Sharma Sushant Veer Asher Hancock Heng Yang Marco Pavone Anirudha Majumdar 207 9 0 07 Dec 2023
Robust Conformal Prediction for STL Runtime Verification under Distribution Shift Yiqi Zhao Bardh Hoxha Georgios Fainekos Jyotirmoy V. Deshmukh Lars Lindemann 188 15 0 16 Nov 2023
Bridging Dimensions: Confident Reachability for High-Dimensional Controllers Yuang Geng Jake Brandon Baldauf Souradeep Dutta Chao Huang Ivan Ruchkin 122 5 0 08 Nov 2023
Forking Uncertainties: Reliable Prediction and Model Predictive Control with Sequence Models via Conformal Risk Control Matteo Zecchin Sangwoo Park Osvaldo Simeone 211 16 0 16 Oct 2023
Conformal Temporal Logic Planning using Large Language Models Jun Wang J. Tong Kai Liang Tan Yevgeniy Vorobeychik Y. Kantaros LM&Ro 234 23 0 18 Sep 2023
Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference Navid Hashemi Xin Qin Lars Lindemann Jyotirmoy V. Deshmukh AI4CE 210 17 0 17 Sep 2023