1. Biquality learning: a framework to design algorithms dealing with closed-set distribution shifts

   • Pierre Nodet
   • Vincent Lemaire
   • Antoine Cornuéjols

   OriginalPaper 21 September 2023 Pages: 4663 - 4692

   

2. Ranking-preserved generative label enhancement

   • Yunan Lu
   • Weiwei Li
   • Xiuyi Jia

   OriginalPaper 20 September 2023 Pages: 4693 - 4721

   

3. Boundary-restricted metric learning

   • Shuo Chen
   • Chen Gong
   • Masashi Sugiyama

   OriginalPaper 20 September 2023 Pages: 4723 - 4762

   

4. WEASEL 2.0: a random dilated dictionary transform for fast, accurate and memory constrained time series classification

   • Patrick Schäfer
   • Ulf Leser

   OriginalPaper Open access 19 September 2023 Pages: 4763 - 4788

   

5. Machine learning from casual conversation

   • Awrad E. Mohammed Ali
   • Avelino J. Gonzalez

   OriginalPaper 27 October 2023 Pages: 4789 - 4836

   

6. An effective negative sampling approach for contrastive learning of sentence embedding

   • Qitao Tan
   • Xiaoying Song
   • Chuan Wu

   OriginalPaper 01 November 2023 Pages: 4837 - 4861

   

7. Incremental permutation feature importance (iPFI): towards online explanations on data streams

   • Fabian Fumagalli
   • Maximilian Muschalik
   • Barbara Hammer

   OriginalPaper Open access 20 September 2023 Pages: 4863 - 4903

   

8. Multiclass optimal classification trees with SVM-splits

   • Víctor Blanco
   • Alberto Japón
   • Justo Puerto

   OriginalPaper Open access 20 September 2023 Pages: 4905 - 4928

   

9. A geometric framework for multiclass ensemble classifiers

   • Shengli Wu
   • Jinlong Li
   • Weimin Ding

   OriginalPaper Open access 27 September 2023 Pages: 4929 - 4958

   

10. Deep intrinsically motivated exploration in continuous control

    • Baturay Saglam
    • Suleyman S. Kozat

    OriginalPaper 26 October 2023 Pages: 4959 - 4993

    

11. Trimming stability selection increases variable selection robustness

    • Tino Werner

    OriginalPaper Open access 04 October 2023 Pages: 4995 - 5055

    

12. UCoDe: unified community detection with graph convolutional networks

    • Atefeh Moradan
    • Andrew Draganov
    • Ira Assent

    OriginalPaper Open access 20 September 2023 Pages: 5057 - 5080

    

13. How to be fair? A study of label and selection bias

    • Marco Favier
    • Toon Calders
    • Jonathan Meyer

    OriginalPaper 20 September 2023 Pages: 5081 - 5104

    

14. Heterogeneous multi-task Gaussian Cox processes

    • Feng Zhou
    • Quyu Kong
    • Jun Zhu

    OriginalPaper 08 September 2023 Pages: 5105 - 5134

    

15. Robust generative adversarial network

    • Shufei Zhang
    • Zhuang Qian
    • Canyi Lu

    OriginalPaper 13 September 2023 Pages: 5135 - 5161

    

16. State-based episodic memory for multi-agent reinforcement learning

    • Xiao Ma
    • Wu-Jun Li

    OriginalPaper 20 September 2023 Pages: 5163 - 5190

    

17. Correction to: efficient generator of mathematical expressions for symbolic regression

    • Sebastian Mežnar
    • Sašo Džeroski
    • Ljupčo Todorovski

    Correction Open access 21 September 2023 Pages: 5191 - 5191