Efficiency of conformalized ridge regression

8 April 2014

Papers citing "Efficiency of conformalized ridge regression"

24 / 24 papers shown

Title
Optimal kernel regression bounds under energy-bounded noise Amon Lahr Johannes Köhler Anna Scampicchio Melanie Zeilinger 47 0 0 28 May 2025
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift Baozhen Wang Xingye Qiao 152 0 0 25 Feb 2025
Adaptive inference with random ellipsoids through Conformal Conditional Linear Expectation Iain Henderson Adrien Mazoyer Fabrice Gamboa 70 4 0 27 Sep 2024
Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees Edgar Jaber Vincent Blot Nicolas Brunel V. Chabridon Emmanuel Remy Bertrand Iooss Didier Lucor Mathilde Mougeot Alessandro Leite 108 9 0 15 Jan 2024
Conformal Regression in Calorie Prediction for Team Jumbo-Visma Kristian van Kuijk Mark Dirksen C. Seiler 8 0 0 06 Apr 2023
Conformal Bayesian Computation Edwin Fong Chris Holmes 210 24 0 11 Jun 2021
Machine learning for recovery factor estimation of an oil reservoir: a tool for de-risking at a hydrocarbon asset evaluation I. Makhotin D. Orlov D. Koroteev Evgeny Burnaev A. Karapetyan D. Antonenko 113 21 0 07 Oct 2020
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 52 1 0 06 Jul 2020
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 194 49 0 13 May 2020
Rare Failure Prediction via Event Matching for Aerospace Applications Evgeny Burnaev 37 6 0 28 May 2019
Ensemble of 3D CNN regressors with data fusion for fluid intelligence prediction Marina Pominova Anna Kuzina E. Kondrateva Svetlana Sushchinskaya M. Sharaev Evgeny Burnaev V. Yarkin 57 7 0 25 May 2019
A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data E. Kanin A. Osiptsov A. Vainshtein Evgeny Burnaev AI4CE 121 69 0 23 May 2019
Learning Ensembles of Anomaly Detectors on Synthetic Data Dmitry Smolyakov N. Sviridenko Vladislav Ishimtsev Evgeny Burikov Eugeny Burnaev 54 13 0 20 May 2019
Efficient and minimal length parametric conformal prediction regions Daniel J. Eck Forrest W. Crawford MedIm 25 2 0 09 May 2019
Gradient Boosting to Boost the Efficiency of Hydraulic Fracturing I. Makhotin D. Koroteev Evgeny Burnaev AI4CE 131 26 0 05 Feb 2019
Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry A. Bernstein Evgeny Burnaev E. Kondratyeva Svetlana Sushchinskaya M. Sharaev Alexander Andreev Alexey Artemov R. Akzhigitov 45 3 0 26 Apr 2018
Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data Victor Chernozhukov Kaspar Wüthrich Yinchu Zhu OOD 128 93 0 17 Feb 2018
Conformal predictive distributions with kernels V. Vovk I. Nouretdinov Valery Manokhin A. Gammerman 102 13 0 24 Oct 2017
Discriminative Learning of Prediction Intervals Nir Rosenfeld Yishay Mansour E. Yom-Tov 42 15 0 16 Oct 2017
Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy Jing Lei 52 35 0 01 Aug 2017
Large Scale Variable Fidelity Surrogate Modeling Evgeny Burnaev Alexey Zaytsev AI4CE 101 29 0 12 Jul 2017
Conformalized Kernel Ridge Regression Evgeny Burnaev Ivan Nazarov 179 32 0 19 Sep 2016
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 425 849 0 14 Apr 2016