Multi-Modal Conformal Prediction Regions with Simple Structures by
Optimizing Convex Shape Templates

Multi-Modal Conformal Prediction Regions with Simple Structures by Optimizing Convex Shape Templates

12 December 2023

Renukanandan Tumu

Matthew Cleaveland

Rahul Mangharam

George J. Pappas

Papers citing "Multi-Modal Conformal Prediction Regions with Simple Structures by Optimizing Convex Shape Templates"

4 / 4 papers shown

Title
Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference Navid Hashemi Xin Qin Lars Lindemann Jyotirmoy V. Deshmukh AI4CE 26 17 0 17 Sep 2023
CODiT: Conformal Out-of-Distribution Detection in Time-Series Data R. Kaur Kaustubh Sridhar Sangdon Park Susmit Jha Anirban Roy O. Sokolsky Insup Lee OODD AI4TS 138 27 0 24 Jul 2022
Calibrated Multiple-Output Quantile Regression with Representation Learning Shai Feldman Stephen Bates Yaniv Romano 44 31 0 02 Oct 2021
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