ECML PKDD 2024

Articles (14 in this collection)

1. Autoreplicative random forests with applications to missing value imputation

   Authors

   • Ekaterina Antonenko
   • Ander Carreño
   • Jesse Read

   • Content type: OriginalPaper
   • Published: 01 August 2024

   

2. Towards efficient AutoML: a pipeline synthesis approach leveraging pre-trained transformers for multimodal data

   Authors (first, second and last of 4)

   • Ambarish Moharil
   • Joaquin Vanschoren
   • Damian Tamburri

   • Content type: OriginalPaper
   • Open Access
   • Published: 19 July 2024

   • Pages: 7011 - 7053

   

3. XAI-TRIS: non-linear image benchmarks to quantify false positive post-hoc attribution of feature importance

   Authors

   • Benedict Clark
   • Rick Wilming
   • Stefan Haufe

   • Content type: OriginalPaper
   • Open Access
   • Published: 16 July 2024

   • Pages: 6871 - 6910

   

4. LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios

   Authors (first, second and last of 4)

   • Tuan T. Nguyen
   • Hoang H. Nguyen
   • Marco Fisichella

   • Content type: OriginalPaper
   • Open Access
   • Published: 15 July 2024

   • Pages: 6811 - 6837

   

5. L2XGNN: learning to explain graph neural networks

   Authors

   • Giuseppe Serra
   • Mathias Niepert

   • Content type: OriginalPaper
   • Open Access
   • Published: 12 July 2024

   • Pages: 6787 - 6809

   

6. Moreau-Yoshida variational transport: a general framework for solving regularized distributional optimization problems

   Authors

   • Dai Hai Nguyen
   • Tetsuya Sakurai

   • Content type: OriginalPaper
   • Published: 10 July 2024

   • Pages: 6697 - 6724

   

7. Regional bias in monolingual English language models

   Authors (first, second and last of 4)

   • Jiachen Lyu
   • Katharina Dost
   • Jörg Wicker

   • Content type: OriginalPaper
   • Open Access
   • Published: 09 July 2024

   • Pages: 6663 - 6696

   

8. PROUD: PaRetO-gUided diffusion model for multi-objective generation

   Authors (first, second and last of 5)

   • Yinghua Yao
   • Yuangang Pan
   • Xin Yao

   • Content type: OriginalPaper
   • Published: 02 July 2024

   • Pages: 6511 - 6538

   

9. Sample complexity of variance-reduced policy gradient: weaker assumptions and lower bounds

   Authors (first, second and last of 5)

   • Gabor Paczolay
   • Matteo Papini
   • Marcello Restelli

   • Content type: OriginalPaper
   • Published: 27 June 2024

   • Pages: 6475 - 6510

   

10. Evidential uncertainty sampling strategies for active learning

    Authors (first, second and last of 5)

    • Arthur Hoarau
    • Vincent Lemaire
    • Arnaud Martin

    • Content type: OriginalPaper
    • Published: 27 June 2024

    • Pages: 6453 - 6474

    

11. Improving interpretability via regularization of neural activation sensitivity

    Authors (first, second and last of 4)

    • Ofir Moshe
    • Gil Fidel
    • Asaf Shabtai

    • Content type: OriginalPaper
    • Open Access
    • Published: 19 June 2024

    • Pages: 6165 - 6196

    

12. High-order proximity and relation analysis for cross-network heterogeneous node classification

    Authors (first, second and last of 7)

    • Hanrui Wu
    • Yanxin Wu
    • Jinyi Long

    • Content type: OriginalPaper
    • Published: 19 June 2024

    • Pages: 6247 - 6272

    

13. REFUEL: rule extraction for imbalanced neural node classification

    Authors

    • Marco Markwald
    • Elena Demidova

    • Content type: OriginalPaper
    • Open Access
    • Published: 19 June 2024

    • Pages: 6227 - 6246

    

14. X-Detect: explainable adversarial patch detection for object detectors in retail

    Authors (first, second and last of 7)

    • Omer Hofman
    • Amit Giloni
    • Asaf Shabtai

    • Content type: OriginalPaper
    • Open Access
    • Published: 19 June 2024

    • Pages: 6273 - 6292