Conformal Uncertainty Sets for Robust Optimization

31 May 2021

Papers citing "Conformal Uncertainty Sets for Robust Optimization"

16 / 16 papers shown

Title
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 444 6 0 03 Jan 2025
Semiparametric conformal prediction Ji Won Park Robert Tibshirani Kyunghyun Cho 426 4 0 04 Nov 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 958 5 0 09 Oct 2024
Data-Driven Sample Average Approximation with Covariate Information R. Kannan G. Bayraksan James R. Luedtke 381 46 0 27 Jul 2022
Copula-based conformal prediction for Multi-Target Regression S. Messoudi Sebastien Destercke Sylvain Rousseau 148 47 0 28 Jan 2021
Conformal Prediction: a Unified Review of Theory and New Challenges Matteo Fontana Gianluca Zeni S. Vantini 178 129 0 16 May 2020
Exchangeability, Conformal Prediction, and Rank Tests Arun K. Kuchibhotla 163 48 0 13 May 2020
Conformal prediction with localization Leying Guan 219 35 0 22 Aug 2019
The limits of distribution-free conditional predictive inference Rina Foygel Barber Emmanuel J. Candès Aaditya Ramdas Robert Tibshirani UQCV 388 275 0 12 Mar 2019
Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data Victor Chernozhukov Kaspar Wüthrich Yinchu Zhu OOD 76 93 0 17 Feb 2018
Inductive Conformal Martingales for Change-Point Detection Denis Volkhonskiy I. Nouretdinov A. Gammerman V. Vovk Evgeny Burnaev 100 50 0 11 Jun 2017
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 399 840 0 14 Apr 2016
A Conformal Prediction Approach to Explore Functional Data Jing Lei Alessandro Rinaldo Larry A. Wasserman 189 128 0 26 Feb 2013
Learning by Transduction A. Gammerman V. Vovk V. Vapnik 186 514 0 30 Jan 2013
Conditional validity of inductive conformal predictors V. Vovk 225 416 0 12 Sep 2012
Some intriguing properties of Tukey's half-space depth S. Dutta A. Ghosh P. Chaudhuri 59 63 0 05 Jan 2012