Cross-conformal predictors

3 August 2012

Papers citing "Cross-conformal predictors"

35 / 35 papers shown

Title
Extreme Conformal Prediction: Reliable Intervals for High-Impact Events Olivier C. Pasche Henry Lam Sebastian Engelke 29 0 0 13 May 2025
Leave-One-Out Stable Conformal Prediction Kiljae Lee Yuan Zhang 34 0 0 16 Apr 2025
Robust Conformal Prediction Using Privileged Information Shai Feldman Yaniv Romano OOD 73 2 0 10 Jan 2025
Semiparametric conformal prediction Ji Won Park Robert Tibshirani Kyunghyun Cho 38 4 0 04 Nov 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 82 3 0 09 Oct 2024
Conformal Counterfactual Inference under Hidden Confounding Zonghao Chen Ruocheng Guo Jean-François Ton Yang Liu CML OffRL 38 2 0 20 May 2024
Learning minimal volume uncertainty ellipsoids Itai Alon David Arnon A. Wiesel 30 1 0 03 May 2024
Conformal Prediction for Deep Classifier via Label Ranking Jianguo Huang Huajun Xi Linjun Zhang Huaxiu Yao Yue Qiu Hongxin Wei 39 21 0 10 Oct 2023
Conformal prediction under ambiguous ground truth David Stutz Abhijit Guha Roy Tatiana Matejovicova Patricia Strachan A. Cemgil Arnaud Doucet 31 15 0 18 Jul 2023
Prescriptive Process Monitoring Under Resource Constraints: A Reinforcement Learning Approach Mahmoud Shoush Marlon Dumas 29 1 0 13 Jul 2023
How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control Jacopo Teneggi Matthew Tivnan J. W. Stayman Jeremias Sulam DiffM 32 28 0 07 Feb 2023
A Cross-Conformal Predictor for Multi-label Classification Harris Papadopoulos 23 18 0 29 Nov 2022
Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia Stefano Favaro Edgar Dobriban 13 8 0 09 Nov 2022
Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction Roel Hulsman 16 5 0 26 Oct 2022
Constructing Prediction Intervals with Neural Networks: An Empirical Evaluation of Bootstrapping and Conformal Inference Methods Alex Contarino Christine M. Schubert-Kabban Chancellor Johnstone Fairul Mohd-Zaid 36 3 0 07 Oct 2022
A novel Deep Learning approach for one-step Conformal Prediction approximation Julia A. Meister K. Nguyen S. Kapetanakis Zhiyuan Luo 18 5 0 25 Jul 2022
Improved conformalized quantile regression Martim Sousa Ana Maria Tomé José Manuel Moreira 26 6 0 06 Jul 2022
Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles Luqin Gan Lili Zheng Genevera I. Allen 22 6 0 05 Jun 2022
Training-conditional coverage for distribution-free predictive inference Michael Bian Rina Foygel Barber 26 25 0 07 May 2022
Approximating Full Conformal Prediction at Scale via Influence Functions Javier Abad Umang Bhatt Adrian Weller Giovanni Cherubin 29 10 0 02 Feb 2022
Stable Conformal Prediction Sets Eugène Ndiaye 33 20 0 19 Dec 2021
Learning Optimal Conformal Classifiers David Stutz Krishnamurthy Dvijotham Dvijotham A. Cemgil Arnaud Doucet 19 79 0 18 Oct 2021
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control Anastasios Nikolas Angelopoulos Stephen Bates Emmanuel J. Candès Michael I. Jordan Lihua Lei 97 125 0 03 Oct 2021
Conformal Bayesian Computation Edwin Fong Chris Holmes 36 24 0 11 Jun 2021
Root-finding Approaches for Computing Conformal Prediction Set Eugène Ndiaye Ichiro Takeuchi 23 10 0 14 Apr 2021
Distribution-Free Conditional Median Inference Dhruv Medarametla Emmanuel J. Candès 24 15 0 16 Feb 2021
Exact Optimization of Conformal Predictors via Incremental and Decremental Learning Giovanni Cherubin K. Chatzikokolakis Martin Jaggi 28 14 0 05 Feb 2021
DeltaGrad: Rapid retraining of machine learning models Yinjun Wu Edgar Dobriban S. Davidson MU 13 194 0 26 Jun 2020
Conformal Inference of Counterfactuals and Individual Treatment Effects Lihua Lei Emmanuel J. Candès CML 11 188 0 11 Jun 2020
Conformal Prediction: a Unified Review of Theory and New Challenges Matteo Fontana Gianluca Zeni S. Vantini 14 127 0 16 May 2020
Exchangeability, Conformal Prediction, and Rank Tests Arun K. Kuchibhotla 23 47 0 13 May 2020
Concepts and Applications of Conformal Prediction in Computational Drug Discovery I. Cortés-Ciriano A. Bender 21 42 0 09 Aug 2019
Predicting assisted ventilation in Amyotrophic Lateral Sclerosis using a mixture of experts and conformal predictors Telma Pereira S. Pires M. Gromicho S. Pinto M. Carvalho S. Madeira 29 0 0 30 Jul 2019
Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout I. Cortés-Ciriano A. Bender OOD 23 47 0 12 Apr 2019
Cautious Deep Learning Yotam Hechtlinger Barnabás Póczós Larry A. Wasserman 27 62 0 24 May 2018