Journal Machine Learning Machine Learning is an international forum focusing on computational approaches to learning. Publishing model Hybrid Journal Impact Factor 2.9 (2024) Downloads 1.9M (2024) Submission to first decision (median) 5 days
Conformal multistep-ahead multivariate time-series forecasting Filip SchlembachEvgueni SmirnovMark H. M. Winands OriginalPaper Open access 09 June 2025 Article: 165
Testing exchangeability in the batch mode with e-values and Markov alternatives Vladimir Vovk OriginalPaper Open access 21 February 2025 Article: 99
Conformalised data synthesis Julia A. MeisterKhuong An Nguyen OriginalPaper 06 February 2025 Article: 57
Conformal load prediction with transductive graph autoencoders Rui LuoNicolo Colombo OriginalPaper 06 February 2025 Article: 54
De-biased two-sample U-statistics with application to conditional distribution testing Yuchen ChenJing Lei OriginalPaper Open access 27 January 2025 Article: 33
Fair prediction sets through multi-objective hyperparameter optimization Alberto García-GalindoMarcos López-De-CastroRubén Armañanzas OriginalPaper Open access 17 January 2025 Article: 27
Adjusting regression models for conditional uncertainty calibration Ruijiang GaoMingzhang YinNathan Kallus OriginalPaper 11 November 2024 Pages: 8347 - 8370
Conformal prediction for regression models with asymmetrically distributed errors: application to aircraft navigation during landing maneuver Solène VilfroyLionel BombrunPhilippe Carré OriginalPaper 09 September 2024 Pages: 7841 - 7866
Distribution-free conformal joint prediction regions for neural marked temporal point processes Victor DheurTanguy BosserSouhaib Ben Taieb OriginalPaper 23 July 2024 Pages: 7055 - 7102
ICM ensemble with novel betting functions for concept drift Charalambos EliadesHarris Papadopoulos OriginalPaper Open access 17 July 2024 Pages: 6911 - 6944
Conformal predictions for probabilistically robust scalable machine learning classification Alberto CarlevaroTeodoro AlamoMaurizio Mongelli OriginalPaper Open access 09 July 2024 Pages: 6645 - 6661