1. Graph similarity learning for change-point detection in dynamic networks

   • Déborah Sulem
   • Henry Kenlay
   • Xiaowen Dong

   OriginalPaper Open access 31 October 2023 Pages: 1 - 44

   

2. Multi-armed bandits with dependent arms

   • Rahul Singh
   • Fang Liu
   • Ness Shroff

   OriginalPaper 20 November 2023 Pages: 45 - 71

   

3. Manas: multi-agent neural architecture search

   • Vasco Lopes
   • Fabio Maria Carlucci
   • Jun Wang

   OriginalPaper 12 September 2023 Pages: 73 - 96

   

4. Efficient zeroth-order proximal stochastic method for nonconvex nonsmooth black-box problems

   • Ehsan Kazemi
   • Liqiang Wang

   OriginalPaper 20 November 2023 Pages: 97 - 120

   

5. Feature extractor stacking for cross-domain few-shot learning

   • Hongyu Wang
   • Eibe Frank
   • Geoffrey Holmes

   OriginalPaper 30 November 2023 Pages: 121 - 158

   

6. Holistic deep learning

   • Dimitris Bertsimas
   • Kimberly Villalobos Carballo
   • Ivan Paskov

   OriginalPaper Open access 07 December 2023 Pages: 159 - 183

   

7. Active learning for data streams: a survey

   • Davide Cacciarelli
   • Murat Kulahci

   OriginalPaper Open access 20 November 2023 Pages: 185 - 239

   

8. Discordance minimization-based imputation algorithms for missing values in rating data

   • Young Woong Park
   • Jinhak Kim
   • Dan Zhu

   OriginalPaper 29 November 2023 Pages: 241 - 279

   

9. Continual variational dropout: a view of auxiliary local variables in continual learning

   • Nam Le Hai
   • Trang Nguyen
   • Khoat Than

   OriginalPaper 07 December 2023 Pages: 281 - 323

   

10. Consensus–relevance kNN and covariate shift mitigation

    • Konstantinos Kalpakis

    OriginalPaper 21 September 2023 Pages: 325 - 353

    

11. Explainable reinforcement learning (XRL): a systematic literature review and taxonomy

    • Yanzhe Bekkemoen

    OriginalPaper Open access 29 November 2023 Pages: 355 - 441

    

12. Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning

    • Alex Beeson
    • Giovanni Montana

    OriginalPaper Open access 06 November 2023 Pages: 443 - 488

    

13. Upper and lower bounds for complete linkage in general metric spaces

    • Anna Arutyunova
    • Anna Großwendt
    • Julian Wargalla

    OriginalPaper Open access 30 November 2023 Pages: 489 - 518