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1208.0806
Cited By
Cross-conformal predictors
Annals of Mathematics and Artificial Intelligence (AMAI), 2012
3 August 2012
V. Vovk
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Papers citing
"Cross-conformal predictors"
50 / 108 papers shown
Conformal Correction for Efficiency May be at Odds with Entropy
Senrong Xu
Tianyu Wang
Zenan Li
Yuan Yao
Taolue Chen
Feng Xu
Xiaoxing Ma
207
0
0
02 Dec 2025
Provably Minimum-Length Conformal Prediction Sets for Ordinal Classification
Zijian Zhang
Xinyu Chen
Yuanjie Shi
Liyuan Lillian Ma
Z. Xu
Yan Yan
167
0
0
20 Nov 2025
Uncertainty Quantification for Reduced-Order Surrogate Models Applied to Cloud Microphysics
Jonas E. Katona
Emily K. de Jong
Nipun Gunawardena
AI4CE
353
0
0
06 Nov 2025
Conformalized Polynomial Chaos Expansion for Uncertainty-aware Surrogate Modeling
Dimitrios Loukrezis
Dimitris G. Giovanis
188
0
0
25 Oct 2025
Towards Reliable and Holistic Visual In-Context Learning Prompt Selection
Wenxiao Wu
Jing-Hao Xue
C. Xu
Chen Liu
Xinwei Sun
Changxin Gao
Nong Sang
Yanwei Fu
249
0
0
30 Sep 2025
Singleton-Optimized Conformal Prediction
Tao Wang
Yan Sun
Edgar Dobriban
167
2
0
28 Sep 2025
A Systematic Review of Conformal Inference Procedures for Treatment Effect Estimation: Methods and Challenges
Pascal Memmesheimer
Vincent Heuveline
Jürgen Hesser
CML
126
0
0
25 Sep 2025
Conformal Prediction Meets Long-tail Classification
Shuqi Liu
Jianguo Huang
Luke Ong
216
1
0
15 Aug 2025
Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach
Ricardo Diaz-Rincon
Muxuan Liang
Adolfo Ramirez-Zamora
Benjamin Shickel
123
0
0
14 Aug 2025
Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks
Laura Lützow
Michael Eichelbeck
Mykel J. Kochenderfer
Matthias Althoff
UQCV
241
0
0
14 Aug 2025
Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence
International Conference on Learning Representations (ICLR), 2025
Dharmesh Tailor
Alvaro H.C. Correia
Eric Nalisnick
Christos Louizos
309
2
0
27 Jul 2025
Multi-model Online Conformal Prediction with Graph-Structured Feedback
Erfan Hajihashemi
Yanning Shen
211
0
0
26 Jun 2025
Conformal Object Detection by Sequential Risk Control
Léo Andéol
Luca Mossina
Adrien Mazoyer
Sébastien Gerchinovitz
639
1
0
29 May 2025
Test-time augmentation improves efficiency in conformal prediction
Computer Vision and Pattern Recognition (CVPR), 2025
Divya Shanmugam
H. Lu
Swami Sankaranarayanan
John Guttag
598
4
0
28 May 2025
Stacked conformal prediction
International Symposium on Conformal and Probabilistic Prediction with Applications (ISCPPA), 2025
Paulo C. Marques F
280
0
0
18 May 2025
Improving Coverage in Combined Prediction Sets with Weighted p-values
Gina Wong
Drew Prinster
Suchi Saria
Rama Chellappa
Anqi Liu
349
0
0
17 May 2025
Extreme Conformal Prediction: Reliable Intervals for High-Impact Events
Olivier C. Pasche
Henry Lam
Sebastian Engelke
360
2
0
13 May 2025
Epistemic Artificial Intelligence is Essential for Machine Learning Models to Truly 'Know When They Do Not Know'
Shireen Kudukkil Manchingal
Andrew Bradley
Julian F. P. Kooij
Keivan K1 Shariatmadar
Neil Yorke-Smith
Fabio Cuzzolin
623
1
0
08 May 2025
Reliable Classification with Conformal Learning and Interval-Type 2 Fuzzy Sets
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2025
Javier Fumanal-Idocin
Javier Andreu-Perez
253
0
0
21 Apr 2025
Leave-One-Out Stable Conformal Prediction
International Conference on Learning Representations (ICLR), 2025
Kiljae Lee
Yuan Zhang
523
2
0
16 Apr 2025
Bridging conformal prediction and scenario optimization
Niall O'Sullivan
Licio Romao
Kostas Margellos
404
4
0
30 Mar 2025
Improving the statistical efficiency of cross-conformal prediction
Matteo Gasparin
Aaditya Ramdas
714
5
0
03 Mar 2025
Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features
Víctor Toscano-Durán
Sara Narteni
Alberto Carlevaro
Jérôme Guzzi Rocio Gonzalez-Diaz
Maurizio Mongelli
271
2
0
14 Feb 2025
Robust Conformal Prediction Using Privileged Information
Neural Information Processing Systems (NeurIPS), 2024
Shai Feldman
Yaniv Romano
OOD
994
5
0
10 Jan 2025
Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training
AAAI Conference on Artificial Intelligence (AAAI), 2025
Ting Wang
Zhixin Zhou
Rui Luo
443
12
0
06 Jan 2025
Multi-model Ensemble Conformal Prediction in Dynamic Environments
Neural Information Processing Systems (NeurIPS), 2024
Erfan Hajihashemi
Yanning Shen
197
10
0
06 Nov 2024
Semiparametric conformal prediction
Ji Won Park
Robert Tibshirani
Dong Wang
913
10
0
04 Nov 2024
Conformal Prediction: A Data Perspective
ACM Computing Surveys (ACM CSUR), 2024
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
2.0K
40
0
09 Oct 2024
Weighted Aggregation of Conformity Scores for Classification
Rui Luo
Zhixin Zhou
829
12
0
14 Jul 2024
Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
Yuan Liu
Chenxu Zhao
Lingjuan Lyu
Quanzeng You
Mengdi Huai
Fenglong Ma
FedML
334
12
0
03 Jul 2024
Conformal time series decomposition with component-wise exchangeability
Mark Bodracska
Thijmen Nijdam
Putri A. van der Linden
Alexander Timans
384
4
0
24 Jun 2024
Investigating Data Usage for Inductive Conformal Predictors
Yizirui Fang
Anthony Bellotti
149
1
0
18 Jun 2024
Conformal Counterfactual Inference under Hidden Confounding
Zonghao Chen
Ruocheng Guo
Jean-François Ton
Yang Liu
CML
OffRL
576
9
0
20 May 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
Neural Information Processing Systems (NeurIPS), 2024
Jiawei Ge
Debarghya Mukherjee
Jianqing Fan
309
4
0
16 May 2024
Learning minimal volume uncertainty ellipsoids
IEEE Signal Processing Letters (SPL), 2024
Itai Alon
David Arnon
A. Wiesel
334
4
0
03 May 2024
Conformal Prediction for Natural Language Processing: A Survey
Transactions of the Association for Computational Linguistics (TACL), 2024
Margarida M. Campos
António Farinhas
Chrysoula Zerva
Mário A. T. Figueiredo
André F. T. Martins
AI4CE
466
42
0
03 May 2024
Conformal Risk Control for Ordinal Classification
Yunpeng Xu
Wenge Guo
Zhi Wei
427
11
0
01 May 2024
Uncertainty Quantification on Graph Learning: A Survey
Chao Chen
Chenghua Guo
Rui Xu
Xiangwen Liao
Xi Zhang
Sihong Xie
Hui Xiong
Mohit Bansal
AI4CE
457
3
0
23 Apr 2024
Robust Conformal Prediction under Distribution Shift via Physics-Informed Structural Causal Model
Rui Xu
Yue Sun
Chao Chen
Parv Venkitasubramaniam
Sihong Xie
OOD
307
2
0
22 Mar 2024
Conformal online model aggregation
Matteo Gasparin
Aaditya Ramdas
534
11
0
22 Mar 2024
Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction
European Conference on Computer Vision (ECCV), 2024
Alexander Timans
C. Straehle
K. Sakmann
Eric T. Nalisnick
323
19
0
12 Mar 2024
Conformalized Credal Set Predictors
Alireza Javanmardi
David Stutz
Eyke Hüllermeier
309
22
0
16 Feb 2024
Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees
Journal of Machine Learning for Modeling and Computing (JMLMC), 2024
Edgar Jaber
Vincent Blot
Nicolas Brunel
V. Chabridon
Emmanuel Remy
Bertrand Iooss
Didier Lucor
Mathilde Mougeot
Alessandro Leite
418
10
0
15 Jan 2024
Algorithmic stability implies training-conditional coverage for distribution-free prediction methods
Ruiting Liang
Rina Foygel Barber
391
10
0
07 Nov 2023
Stability of Random Forests and Coverage of Random-Forest Prediction Intervals
Neural Information Processing Systems (NeurIPS), 2023
Yan Wang
Huaiqing Wu
Dan Nettleton
373
12
0
28 Oct 2023
Conformal Prediction for Deep Classifier via Label Ranking
International Conference on Machine Learning (ICML), 2023
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Jianguo Huang
533
47
0
10 Oct 2023
Non-Exchangeable Conformal Risk Control
International Conference on Learning Representations (ICLR), 2023
António Farinhas
Chrysoula Zerva
Dennis Ulmer
André F. T. Martins
467
20
0
02 Oct 2023
Conditional validity of heteroskedastic conformal regression
Nicolas Dewolf
B. De Baets
Willem Waegeman
187
6
0
15 Sep 2023
Calibrated Explanations for Regression
Machine-mediated learning (ML), 2023
Tuwe Löfström
Helena Lofstrom
Ulf Johansson
Cecilia Sönströd
Rudy Matela
XAI
FAtt
359
5
0
30 Aug 2023
Conformal prediction under ambiguous ground truth
David Stutz
Abhijit Guha Roy
Tatiana Matejovicova
Patricia Strachan
A. Cemgil
Arnaud Doucet
669
27
0
18 Jul 2023
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