Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy

1 August 2017

Papers citing "Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy"

12 / 12 papers shown

Title
Building Conformal Prediction Intervals with Approximate Message Passing Lucas Clarté Lenka Zdeborová 51 1 0 21 Oct 2024
A Confidence Machine for Sparse High-Order Interaction Model Diptesh Das Eugène Ndiaye Ichiro Takeuchi TPM 64 2 0 28 May 2022
Training-conditional coverage for distribution-free predictive inference Michael Bian Rina Foygel Barber 94 25 0 07 May 2022
Approximating Full Conformal Prediction at Scale via Influence Functions Javier Abad Umang Bhatt Adrian Weller Giovanni Cherubin 117 10 0 02 Feb 2022
Stable Conformal Prediction Sets Eugène Ndiaye 196 21 0 19 Dec 2021
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 254 625 0 15 Jul 2021
Conformal Bayesian Computation Edwin Fong Chris Holmes 208 24 0 11 Jun 2021
Root-finding Approaches for Computing Conformal Prediction Set Eugène Ndiaye Ichiro Takeuchi 83 10 0 14 Apr 2021
Conformal Prediction: a Unified Review of Theory and New Challenges Matteo Fontana Gianluca Zeni S. Vantini 197 132 0 16 May 2020
Exchangeability, Conformal Prediction, and Rank Tests Arun K. Kuchibhotla 179 49 0 13 May 2020
Computing Full Conformal Prediction Set with Approximate Homotopy Eugène Ndiaye Ichiro Takeuchi 100 15 0 20 Sep 2019
Conditional predictive inference for stable algorithms Lukas Steinberger Hannes Leeb 173 12 0 05 Sep 2018