On-line predictive linear regression

17 June 2009

Papers citing "On-line predictive linear regression"

32 / 32 papers shown

Title
Inductive randomness predictors: beyond conformal Vladimir Vovk 102 0 0 04 Mar 2025
Conformal Prediction Under Generalized Covariate Shift with Posterior Drift Baozhen Wang Xingye Qiao 152 0 0 25 Feb 2025
Rectifying Conformity Scores for Better Conditional Coverage Vincent Plassier Alexander Fishkov Victor Dheur Mohsen Guizani Souhaib Ben Taieb Maxim Panov Eric Moulines 133 2 0 22 Feb 2025
Training-Conditional Coverage Bounds under Covariate Shift Mehrdad Pournaderi Yu Xiang 74 3 0 26 May 2024
UTOPIA: Universally Trainable Optimal Prediction Intervals Aggregation Jianqing Fan Jiawei Ge Debarghya Mukherjee AI4TS 97 7 0 28 Jun 2023
Will My Robot Achieve My Goals? Predicting the Probability that an MDP Policy Reaches a User-Specified Behavior Target Alexander Guyer Thomas G. Dietterich 39 1 0 29 Nov 2022
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Yan Sun 77 8 0 09 Nov 2022
Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction Roel Hulsman 74 5 0 26 Oct 2022
$On Private Online Convex Optimization: Optimal Algorithms in $\ell_p$-Geometry and High Dimensional Contextual Bandits$ On Private Online Convex Optimization: Optimal Algorithms in $\ell_p$ -Geometry and High Dimensional Contextual Bandits Yuxuan Han Zhicong Liang Zhipeng Liang Yang Wang Yuan Yao Jiheng Zhang 73 1 0 16 Jun 2022
Conformal Off-policy Prediction Yingying Zhang C. Shi Shuang Luo OffRL 79 11 0 14 Jun 2022
Conformal Frequency Estimation with Sketched Data Matteo Sesia Stefano Favaro 62 5 0 08 Apr 2022
Distribution-Free Conditional Median Inference Dhruv Medarametla Emmanuel J. Candès 84 16 0 16 Feb 2021
CD-split and HPD-split: efficient conformal regions in high dimensions Rafael Izbicki Gilson T. Shimizu R. Stern 424 51 0 24 Jul 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 Inference of Counterfactuals and Individual Treatment Effects Lihua Lei Emmanuel J. Candès CML 174 195 0 11 Jun 2020
Classification with Valid and Adaptive Coverage Yaniv Romano Matteo Sesia Emmanuel J. Candès 401 330 0 03 Jun 2020
Conformal Prediction: a Unified Review of Theory and New Challenges Matteo Fontana Gianluca Zeni S. Vantini 197 132 0 16 May 2020
Domain Adaptive Bootstrap Aggregating Meimei Liu David B. Dunson TTA 32 0 0 12 Jan 2020
Flexible distribution-free conditional predictive bands using density estimators Rafael Izbicki Gilson T. Shimizu R. Stern 427 78 0 12 Oct 2019
A comparison of some conformal quantile regression methods Matteo Sesia Emmanuel J. Candès MQ 408 110 0 12 Sep 2019
Towards Safe Machine Learning for CPS: Infer Uncertainty from Training Data Xiaozhe Gu Arvind Easwaran 54 30 0 11 Sep 2019
Conformal prediction with localization Leying Guan 272 35 0 22 Aug 2019
With Malice Towards None: Assessing Uncertainty via Equalized Coverage Yaniv Romano Rina Foygel Barber C. Sabatti Emmanuel J. Candès UQCV 158 74 0 15 Aug 2019
Prediction and outlier detection in classification problems Leying Guan Robert Tibshirani 98 70 0 10 May 2019
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 500 618 0 08 May 2019
Conditional predictive inference for stable algorithms Lukas Steinberger Hannes Leeb 193 12 0 05 Sep 2018
Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data Victor Chernozhukov Kaspar Wüthrich Yinchu Zhu OOD 119 93 0 17 Feb 2018
Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy Jing Lei 52 35 0 01 Aug 2017
Distribution-Free Predictive Inference For Regression Jing Lei M. G'Sell Alessandro Rinaldo Robert Tibshirani Larry A. Wasserman 425 849 0 14 Apr 2016
Efficiency of conformalized ridge regression Evgeny Burnaev V. Vovk 125 57 0 08 Apr 2014
Distribution Free Prediction Bands Jing Lei Larry A. Wasserman 217 26 0 24 Mar 2012
A tutorial on conformal prediction Glenn Shafer V. Vovk 507 1,154 0 21 Jun 2007