Root-finding Approaches for Computing Conformal Prediction Set

14 April 2021

Papers citing "Root-finding Approaches for Computing Conformal Prediction Set"

19 / 19 papers shown

Title
Testing for Outliers with Conformal p-values Stephen Bates Emmanuel Candès Lihua Lei Yaniv Romano Matteo Sesia 154 141 0 16 Apr 2021
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 348 55 0 17 Feb 2021
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 248 198 0 07 Jan 2021
Uncertainty Sets for Image Classifiers using Conformal Prediction Anastasios Nikolas Angelopoulos Stephen Bates Jitendra Malik Michael I. Jordan UQCV 197 334 0 29 Sep 2020
Making learning more transparent using conformalized performance prediction Matthew J. Holland FedML 28 10 0 09 Jul 2020
Computing Full Conformal Prediction Set with Approximate Homotopy Eugène Ndiaye Ichiro Takeuchi 75 15 0 20 Sep 2019
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 473 611 0 08 May 2019
Safe Grid Search with Optimal Complexity Eugène Ndiaye Tam Le Olivier Fercoq Joseph Salmon Ichiro Takeuchi 121 45 0 12 Oct 2018
Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data Victor Chernozhukov Kaspar Wüthrich Yinchu Zhu OOD 64 93 0 17 Feb 2018
Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy Jing Lei 28 35 0 01 Aug 2017
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 399 841 0 14 Apr 2016
Learning by Transduction A. Gammerman V. Vovk V. Vapnik 186 514 0 30 Jan 2013
Cross-conformal predictors V. Vovk 511 202 0 03 Aug 2012
Complexity Analysis of the Lasso Regularization Path Julien Mairal Bin Yu 212 129 0 01 May 2012
Optimization with Sparsity-Inducing Penalties Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 204 1,058 0 03 Aug 2011
A survey of cross-validation procedures for model selection Sylvain Arlot Alain Celisse 202 3,591 0 27 Jul 2009
SCAD-penalized regression in high-dimensional partially linear models Huiliang Xie Jian Huang 112 199 0 31 Mar 2009
An Exponential Lower Bound on the Complexity of Regularization Paths B. Gärtner Martin Jaggi Clément Maria 130 36 0 27 Mar 2009
A tutorial on conformal prediction Glenn Shafer V. Vovk 447 1,141 0 21 Jun 2007