v1v2 (latest)

Distribution-Free Predictive Inference For Regression

14 April 2016

Papers citing "Distribution-Free Predictive Inference For Regression"

45 / 45 papers shown

Title
MetaSTNet: Multimodal Meta-learning for Cellular Traffic Conformal Prediction Hui Ma Kai Yang AI4TS 423 3 0 26 May 2025
A Generic Framework for Conformal Fairness Aditya T. Vadlamani Anutam Srinivasan Pranav Maneriker Ali Payani Srinivasan Parthasarathy FaML FedML 418 1 0 22 May 2025
JaxSGMC: Modular stochastic gradient MCMC in JAX Stephan Thaler Paul Fuchs Ana Cukarska Julija Zavadlav BDL 203 2 0 16 May 2025
Leave-One-Out Stable Conformal Prediction Kiljae Lee Yuan Zhang 204 0 0 16 Apr 2025
FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee Puheng Li James Zou Linjun Zhang FaML 506 4 0 13 Mar 2025
Improving the statistical efficiency of cross-conformal prediction Matteo Gasparin Aaditya Ramdas 438 0 0 03 Mar 2025
Joint Registration and Conformal Prediction for Partially Observed Functional Data Fangyi Wang S. Kurtek Yuan Zhang 212 1 0 24 Feb 2025
Epistemic Uncertainty in Conformal Scores: A Unified Approach Luben M. C. Cabezas Vagner S. Santos Thiago Rodrigo Ramos Rafael Izbicki 512 1 0 10 Feb 2025
Conformal Inference of Individual Treatment Effects Using Conditional Density Estimates Baozhen Wang Xingye Qiao 187 2 0 28 Jan 2025
Conformalized Answer Set Prediction for Knowledge Graph Embedding Yuqicheng Zhu Nico Potyka Jiarong Pan Bo Xiong Yunjie He Evgeny Kharlamov Steffen Staab 202 1 0 28 Jan 2025
Transductive Conformal Inference for Full Ranking Jean-Baptiste Fermanian Pierre Humbert Gilles Blanchard 358 0 0 20 Jan 2025
Conformal Thresholded Intervals for Efficient Regression Rui Luo Zhixin Zhou 443 7 0 03 Jan 2025
Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo Zhixin Zhou 453 6 0 03 Jan 2025
Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images Xiaoge Zhang Tao Wang Chao Yan Fedaa Najdawi Kai Zhou Yuan Ma Yiu-ming Cheung Bradley Malin MedIm 455 0 0 03 Jan 2025
Semiparametric conformal prediction Ji Won Park Robert Tibshirani Kyunghyun Cho 431 5 0 04 Nov 2024
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse Seung Hyun Cheon Anneke Wernerfelt Sorelle A. Friedler Berk Ustun FaML FAtt 201 1 0 29 Oct 2024
Toward Conditional Distribution Calibration in Survival Prediction Shi-ang Qi Yakun Yu Russell Greiner 457 0 0 27 Oct 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 986 5 0 09 Oct 2024
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy Deshmukh 695 17 0 31 Aug 2024
Adaptive Uncertainty Quantification for Generative AI Jungeum Kim Sean O'Hagan Veronika Rockova MedIm 454 4 0 16 Aug 2024
JANET: Joint Adaptive predictioN-region Estimation for Time-series Eshant English Eliot Wong-Toi Matteo Fontana Stephan Mandt Padhraic Smyth Christoph Lippert AI4TS 218 2 0 08 Jul 2024
Valid Conformal Prediction for Dynamic GNNs Ed Davis Ian Gallagher Daniel J. Lawson Patrick Rubin-Delanchy AI4CE 213 4 0 29 May 2024
Perceive With Confidence: Statistical Safety Assurances for Navigation with Learning-Based Perception Anushri Dixit Zhiting Mei Meghan Booker Mariko Storey-Matsutani Mariko Storey-Matsutani Allen Z. Ren Ola Shorinwa Anirudha Majumdar 198 7 0 13 Mar 2024
Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage Ying Jin Zhimei Ren 460 8 0 06 Mar 2024
Uncertainty quantification in automated valuation models with spatially weighted conformal prediction Anders Hjort G. Hermansen Johan Pensar Jonathan P. Williams 436 1 0 11 Dec 2023
Statistical significance in high-dimensional linear mixed models Lina Lin Mathias Drton Ali Shojaie 111 5 0 16 Dec 2019
Conformalized Quantile Regression Yaniv Romano Evan Patterson Emmanuel J. Candès 486 616 0 08 May 2019
Leave-one-out prediction intervals in linear regression models with many variables Lukas Steinberger Hannes Leeb 87 35 0 18 Feb 2016
Selective inference with a randomized response Xiaoying Tian Jonathan E. Taylor 103 153 0 24 Jul 2015
Asymptotics of selective inference Xiaoying Tian Jonathan E. Taylor 156 70 0 15 Jan 2015
Optimal Inference After Model Selection William Fithian Dennis L. Sun Jonathan E. Taylor 272 337 0 09 Oct 2014
Discussion: "A significance test for the lasso" Larry A. Wasserman 86 6 0 27 May 2014
Efficiency of conformalized ridge regression Evgeny Burnaev V. Vovk 117 56 0 08 Apr 2014
Exact post-selection inference, with application to the lasso Jason D. Lee Dennis L. Sun Yuekai Sun Jonathan E. Taylor 215 733 0 25 Nov 2013
Confidence Intervals and Hypothesis Testing for High-Dimensional Regression Adel Javanmard Andrea Montanari 252 768 0 13 Jun 2013
Valid post-selection inference R. Berk L. Brown A. Buja Kai Zhang Linda H. Zhao 263 586 0 05 Jun 2013
On asymptotically optimal confidence regions and tests for high-dimensional models Sara van de Geer Peter Buhlmann Yaácov Ritov Ruben Dezeure 216 1,131 0 03 Mar 2013
A Conformal Prediction Approach to Explore Functional Data Jing Lei Alessandro Rinaldo Larry A. Wasserman 198 128 0 26 Feb 2013
Conditional validity of inductive conformal predictors V. Vovk 233 418 0 12 Sep 2012
Statistical significance in high-dimensional linear models Peter Buhlmann 203 229 0 07 Feb 2012
On-line predictive linear regression V. Vovk I. Nouretdinov A. Gammerman 368 101 0 17 Jun 2009
Sparse Conformal Predictors Mohamed Hebiri 172 15 0 11 Feb 2009
Simultaneous analysis of Lasso and Dantzig selector Peter J. Bickel Yaácov Ritov Alexandre B. Tsybakov 538 2,531 0 07 Jan 2008
Sparse Additive Models Pradeep Ravikumar John D. Lafferty Han Liu Larry A. Wasserman 488 573 0 28 Nov 2007
Sparsity oracle inequalities for the Lasso F. Bunea Alexandre B. Tsybakov M. Wegkamp 557 472 0 23 May 2007