A general framework for the practical disintegration of PAC-Bayesian bounds Paul ViallardPascal GermainEmilie Morvant OriginalPaper 11 October 2023 Pages: 519 - 604
Softmin discrete minimax classifier for imbalanced classes and prior probability shifts Cyprien GiletMarie GuyomardLionel Fillatre OriginalPaper 20 November 2023 Pages: 605 - 645
Model-based trajectory stitching for improved behavioural cloning and its applications Charles A. HepburnGiovanni Montana OriginalPaper Open access 27 September 2023 Pages: 647 - 674
Meta-classifier free negative sampling for extreme multilabel classification Mohammadreza QaraeiRohit Babbar OriginalPaper Open access 20 November 2023 Pages: 675 - 697
Towards accurate knowledge transfer via target-awareness representation disentanglement Xingjian LiDi HuDejing Dou OriginalPaper Open access 12 December 2023 Pages: 699 - 723
Subspace Adaptation Prior for Few-Shot Learning Mike HuismanAske PlaatJan N. van Rijn OriginalPaper Open access 19 September 2023 Pages: 725 - 752
Active learning algorithm through the lens of rejection arguments Christophe DenisMohamed HebiriXavier Siebert OriginalPaper Open access 26 December 2023 Pages: 753 - 788
Markov chain importance sampling for minibatches Cheng-Der FuhChuan-Ju WangChen-Hung Pai OriginalPaper 20 December 2023 Pages: 789 - 814
Deep doubly robust outcome weighted learning Xiaotong JiangXin ZhouMichael R. Kosorok OriginalPaper 22 December 2023 Pages: 815 - 842
Automotive fault nowcasting with machine learning and natural language processing John PavlopoulosAlv RomellKorbinian Randl OriginalPaper Open access 02 October 2023 Pages: 843 - 861
Targeted adversarial attacks on wind power forecasts René HeinrichChristoph ScholzMalte Lehna OriginalPaper Open access 13 September 2023 Pages: 863 - 889
Heterogeneous multi-task feature learning with mixed \(\ell _{2,1}\) regularization Yuan ZhongWei XuXin Gao OriginalPaper 18 December 2023 Pages: 891 - 932
logicDT: a procedure for identifying response-associated interactions between binary predictors Michael LauTamara SchikowskiHolger Schwender OriginalPaper Open access 22 December 2023 Pages: 933 - 992
Optimizing model-agnostic random subspace ensembles Vân Anh Huynh-ThuPierre Geurts OriginalPaper 08 November 2023 Pages: 993 - 1042
