FairSwiRL: fair semi-supervised classification with representation learning Shuyi YangMattia CerratoRoberto Esposito OriginalPaper Open access 27 June 2023 Pages: 3051 - 3076
A new large-scale learning algorithm for generalized additive models Bin GuChenkang ZhangHeng Huang OriginalPaper 31 May 2023 Pages: 3077 - 3104
The role of mutual information in variational classifiers Matias VeraLeonardo Rey VegaPablo Piantanida OriginalPaper 08 May 2023 Pages: 3105 - 3150
Learning system parameters from turing patterns David SchnörrChristoph Schnörr OriginalPaper Open access 13 June 2023 Pages: 3151 - 3190
A3T: accuracy aware adversarial training Enes AltinisikSafa MessaoudSanjay Chawla OriginalPaper Open access 14 July 2023 Pages: 3191 - 3210
Classifier calibration: a survey on how to assess and improve predicted class probabilities Telmo Silva FilhoHao SongPeter Flach OriginalPaper Open access 16 May 2023 Pages: 3211 - 3260
ROAD-R: the autonomous driving dataset with logical requirements Eleonora GiunchigliaMihaela Cătălina StoianThomas Lukasiewicz OriginalPaper Open access 01 May 2023 Pages: 3261 - 3291
Refining neural network predictions using background knowledge Alessandro DanieleEmile van KriekenFrank van Harmelen OriginalPaper Open access 14 March 2023 Pages: 3293 - 3331
Considerations when learning additive explanations for black-box models Sarah TanGiles HookerRich Caruana OriginalPaper 19 June 2023 Pages: 3333 - 3359
Robust estimation in regression and classification methods for large dimensional data Chunming ZhangLixing ZhuYanbo Shen OriginalPaper 05 July 2023 Pages: 3361 - 3411
Ensemble and continual federated learning for classification tasks Fernando E. CasadoDylan LemaSenén Barro OriginalPaper Open access 08 May 2023 Pages: 3413 - 3453
Interpreting machine-learning models in transformed feature space with an application to remote-sensing classification Alexander Brenning OriginalPaper Open access 11 April 2023 Pages: 3455 - 3471
NaCL: noise-robust cross-domain contrastive learning for unsupervised domain adaptation Jingzheng LiHailong Sun OriginalPaper 27 June 2023 Pages: 3473 - 3496
Contrastive counterfactual visual explanations with overdetermination Adam WhiteKwun Ho NganArtur d’Avila Garcez OriginalPaper Open access 17 May 2023 Pages: 3497 - 3525
Faster Riemannian Newton-type optimization by subsampling and cubic regularization Yian DengTingting Mu OriginalPaper Open access 02 May 2023 Pages: 3527 - 3589