1. Reduced implication-bias logic loss for neuro-symbolic learning

   • Hao-Yuan He
   • Wang-Zhou Dai
   • Ming Li

   OriginalPaper 30 January 2024 Pages: 3357 - 3377

   

2. Learning de-biased regression trees and forests from complex samples

   • Malte Nalenz
   • Julian Rodemann
   • Thomas Augustin

   OriginalPaper Open access 08 January 2024 Pages: 3379 - 3398

   

3. Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting

   • Baowen Xu
   • Xuelei Wang
   • Chengbao Liu

   OriginalPaper 12 January 2024 Pages: 3399 - 3417

   

4. Applied machine learning to the determination of biochar hydrogen sulfide adsorption capacity

   • Abolhassan Banisheikholeslami
   • Farhad Qaderi

   OriginalPaper 20 December 2023 Pages: 3419 - 3441

   

5. Multi-label image classification with multi-layered multi-perspective dynamic semantic representation

   • Wenlan Kuang
   • Zhixin Li

   OriginalPaper 20 December 2023 Pages: 3443 - 3461

   

6. Online binary classification from similar and dissimilar data

   • Senlin Shu
   • Haobo Wang
   • Lei Feng

   OriginalPaper 20 December 2023 Pages: 3463 - 3484

   

7. Style spectroscope: improve interpretability and controllability through Fourier analysis

   • Zhiyu Jin
   • Xuli Shen
   • Xiangyang Xue

   OriginalPaper 09 January 2024 Pages: 3485 - 3503

   

8. Compositional scene modeling with global object-centric representations

   • Tonglin Chen
   • Zhimeng Shen
   • Xiangyang Xue

   OriginalPaper 11 January 2024 Pages: 3505 - 3524

   

9. Scalable variable selection for two-view learning tasks with projection operators

   • Sandor Szedmak
   • Riikka Huusari
   • Juho Rousu

   OriginalPaper Open access 22 December 2023 Pages: 3525 - 3544

   

10. Margin distribution and structural diversity guided ensemble pruning

    • Yi-Xiao He
    • Yu-Chang Wu
    • Zhi-Hua Zhou

    OriginalPaper 18 January 2024 Pages: 3545 - 3567

    

11. Better schedules for low precision training of deep neural networks

    • Cameron R. Wolfe
    • Anastasios Kyrillidis

    OriginalPaper 08 January 2024 Pages: 3569 - 3587

    

12. Nrat: towards adversarial training with inherent label noise

    • Zhen Chen
    • Fu Wang
    • Wenjie Ruan

    OriginalPaper Open access 10 January 2024 Pages: 3589 - 3610

    

13. Generation, augmentation, and alignment: a pseudo-source domain based method for source-free domain adaptation

    • Yuntao Du
    • Haiyang Yang
    • Chongjun Wang

    OriginalPaper 20 December 2023 Pages: 3611 - 3631

    

14. Explaining neural networks without access to training data

    • Sascha Marton
    • Stefan Lüdtke
    • Heiner Stuckenschmidt

    OriginalPaper Open access 10 January 2024 Pages: 3633 - 3652

    

15. Tracking treatment effect heterogeneity in evolving environments

    • Tian Qin
    • Long-Fei Li
    • Zhi-Hua Zhou

    OriginalPaper 11 January 2024 Pages: 3653 - 3673

    

16. Hybrid acceleration techniques for the physics-informed neural networks: a comparative analysis

    • Fedor Buzaev
    • Jiexing Gao
    • Evgeniy Kazakov

    OriginalPaper 20 December 2023 Pages: 3675 - 3692

    

17. Neural network structure simplification by assessing evolution in node weight magnitude

    • Ralf Riedel
    • Aviv Segev

    OriginalPaper 20 December 2023 Pages: 3693 - 3710

    

18. Sanitized clustering against confounding bias

    • Yinghua Yao
    • Yuangang Pan
    • Xin Yao

    OriginalPaper Open access 27 December 2023 Pages: 3711 - 3730

    

19. Bayesian tensor factorisations for time series of counts

    • Zhongzhen Wang
    • Petros Dellaportas
    • Ioannis Kosmidis

    OriginalPaper Open access 27 December 2023 Pages: 3731 - 3750

    

20. Understanding imbalanced data: XAI & interpretable ML framework

    • Damien Dablain
    • Colin Bellinger
    • Nitesh Chawla

    OriginalPaper Open access 16 January 2024 Pages: 3751 - 3769

    

21. A neural meta model for predicting winter wheat crop yield

    • Yogesh Bansal
    • David Lillis
    • M.-Tahar Kechadi

    OriginalPaper 22 January 2024 Pages: 3771 - 3788

    

22. Knowledge-aware image understanding with multi-level visual representation enhancement for visual question answering

    • Feng Yan
    • Zhe Li
    • Yanbing Li

    OriginalPaper 12 December 2023 Pages: 3789 - 3805

    

23. Chinese character recognition with radical-structured stroke trees

    • Haiyang Yu
    • Jingye Chen
    • Xiangyang Xue

    OriginalPaper 22 December 2023 Pages: 3807 - 3827

    

24. Task-decoupled interactive embedding network for object detection

    • Mai Liu
    • Jichao Jiao
    • Min Pang

    OriginalPaper 05 January 2024 Pages: 3829 - 3848

    

25. Exploiting counter-examples for active learning with partial labels

    • Fei Zhang
    • Yunjie Ye
    • Bo Han

    OriginalPaper 08 January 2024 Pages: 3849 - 3868

    

26. Communication-efficient clustered federated learning via model distance

    • Mao Zhang
    • Tie Zhang
    • Linli Xu

    OriginalPaper 17 January 2024 Pages: 3869 - 3888