Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy

1 August 2017

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

10 / 10 papers shown

Title
Training-conditional coverage for distribution-free predictive inference Michael Bian Rina Foygel Barber 36 25 0 07 May 2022
Approximating Full Conformal Prediction at Scale via Influence Functions Javier Abad Umang Bhatt Adrian Weller Giovanni Cherubin 34 10 0 02 Feb 2022
Stable Conformal Prediction Sets Eugène Ndiaye 35 20 0 19 Dec 2021
Conformal Bayesian Computation Edwin Fong Chris Holmes 44 24 0 11 Jun 2021
Root-finding Approaches for Computing Conformal Prediction Set Eugène Ndiaye Ichiro Takeuchi 28 10 0 14 Apr 2021
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning Giovanni Cherubin K. Chatzikokolakis Martin Jaggi 45 14 0 05 Feb 2021
Conformal Prediction: a Unified Review of Theory and New Challenges Matteo Fontana Gianluca Zeni S. Vantini 21 127 0 16 May 2020
Exchangeability, Conformal Prediction, and Rank Tests Arun K. Kuchibhotla 32 48 0 13 May 2020
Computing Full Conformal Prediction Set with Approximate Homotopy Eugène Ndiaye Ichiro Takeuchi 19 15 0 20 Sep 2019
Conditional predictive inference for stable algorithms Lukas Steinberger Hannes Leeb 28 12 0 05 Sep 2018