Length Optimization in Conformal Prediction

Length Optimization in Conformal Prediction

27 June 2024

George Pappas

Papers citing "Length Optimization in Conformal Prediction"

8 / 8 papers shown

Title
Volume Optimality in Conformal Prediction with Structured Prediction Sets Chao Gao Liren Shan Vaidehi Srinivas Aravindan Vijayaraghavan 34 1 0 23 Feb 2025
Conformal Risk Minimization with Variance Reduction Sima Noorani Orlando Romero Nicolò Dal Fabbro Hamed Hassani George Pappas 37 2 0 03 Nov 2024
Generalization and Informativeness of Conformal Prediction Matteo Zecchin Sangwoo Park Osvaldo Simeone Fredrik Hellström 32 6 0 22 Jan 2024
PAC Prediction Sets Under Label Shift Wenwen Si Sangdon Park Insup Lee Edgar Dobriban Osbert Bastani 33 9 0 19 Oct 2023
Prediction Sets for High-Dimensional Mixture of Experts Models Adel Javanmard S. Shao Jacob Bien 31 5 0 30 Oct 2022
Batch Multivalid Conformal Prediction Christopher Jung Georgy Noarov Ramya Ramalingam Aaron Roth 58 48 0 30 Sep 2022
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 53 66 0 18 May 2021
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction Sangdon Park Osbert Bastani Nikolai Matni Insup Lee UQCV 128 68 0 31 Dec 2019