1. A parameter-less algorithm for tensor co-clustering

   • Elena Battaglia
   • Ruggero G. Pensa

   OriginalPaper Open access 11 June 2021 Pages: 385 - 427

   

2. Correction to: Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations

   • Ariyan Bighashdel
   • Pavol Jancura
   • Gijs Dubbelman

   Correction Open access 28 December 2022 Pages: 429 - 430

3. Constrained regret minimization for multi-criterion multi-armed bandits

   • Anmol Kagrecha
   • Jayakrishnan Nair
   • Krishna Jagannathan

   OriginalPaper 06 January 2023 Pages: 431 - 458

   

4. WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks

   • Sofia Fernandes
   • Hadi Fanaee-T
   • Tomislav Šmuc

   OriginalPaper 11 May 2021 Pages: 459 - 481

   

5. Learning multi-agent coordination through connectivity-driven communication

   • Emanuele Pesce
   • Giovanni Montana

   OriginalPaper Open access 29 December 2022 Pages: 483 - 514

   

6. FFNSL: Feed-Forward Neural-Symbolic Learner

   • Daniel Cunnington
   • Mark Law
   • Alessandra Russo

   OriginalPaper Open access 23 January 2023 Pages: 515 - 569

   

7. Efficient learning of large sets of locally optimal classification rules

   • Van Quoc Phuong Huynh
   • Johannes Fürnkranz
   • Florian Beck

   OriginalPaper Open access 23 January 2023 Pages: 571 - 610

   

8. Circular-symmetric correlation layer

   • Bahar Azari
   • Deniz Erdoğmuş

   OriginalPaper 28 December 2022 Pages: 611 - 631

   

9. Robust federated learning under statistical heterogeneity via hessian-weighted aggregation

   • Adnan Ahmad
   • Wei Luo
   • Antonio Robles-Kelly

   OriginalPaper 03 January 2023 Pages: 633 - 654

   

10. Hierarchically structured task-agnostic continual learning

    • Heinke Hihn
    • Daniel A. Braun

    OriginalPaper Open access 28 December 2022 Pages: 655 - 686

    

11. Relational data embeddings for feature enrichment with background information

    • Alexis Cvetkov-Iliev
    • Alexandre Allauzen
    • Gaël Varoquaux

    OriginalPaper 11 January 2023 Pages: 687 - 720

    

12. Embedding to reference t-SNE space addresses batch effects in single-cell classification

    • Pavlin G. Poličar
    • Martin Stražar
    • Blaž Zupan

    OriginalPaper Open access 24 August 2021 Pages: 721 - 740