1. FAC-fed: Federated adaptation for fairness and concept drift aware stream classification

   • Maryam Badar
   • Wolfgang Nejdl
   • Marco Fisichella

   OriginalPaper Open access 26 July 2023 Pages: 2761 - 2786

   

2. Guest Editorial: Special issue on robust machine learning

   • Ransalu Senanayake
   • Daniel J. Fremont
   • Cheng Soon Ong

   EditorialNotes 09 November 2021 Pages: 2787 - 2789

3. Decentralized Bayesian learning with Metropolis-adjusted Hamiltonian Monte Carlo

   • Vyacheslav Kungurtsev
   • Adam Cobb
   • Brian Jalaian

   OriginalPaper 20 June 2023 Pages: 2791 - 2819

   

4. Differentiable learning of matricized DNFs and its application to Boolean networks

   • Taisuke Sato
   • Katsumi Inoue

   OriginalPaper Open access 21 June 2023 Pages: 2821 - 2843

   

5. Mirror variational transport: a particle-based algorithm for distributional optimization on constrained domains

   • Dai Hai Nguyen
   • Tetsuya Sakurai

   OriginalPaper 27 June 2023 Pages: 2845 - 2869

   

6. Weighted neural tangent kernel: a generalized and improved network-induced kernel

   • Lei Tan
   • Shutong Wu
   • Xiaolin Huang

   OriginalPaper 20 July 2023 Pages: 2871 - 2901

   

7. Generating probabilistic safety guarantees for neural network controllers

   • Sydney M. Katz
   • Kyle D. Julian
   • Mykel J. Kochenderfer

   OriginalPaper 19 October 2021 Pages: 2903 - 2931

   

8. Diametrical Risk Minimization: theory and computations

   • Matthew D. Norton
   • Johannes O. Royset

   OriginalPaper 02 September 2021 Pages: 2933 - 2951

   

9. MapFlow: latent transition via normalizing flow for unsupervised domain adaptation

   • Hossein Askari
   • Yasir Latif
   • Hongfu Sun

   OriginalPaper Open access 12 July 2023 Pages: 2953 - 2974

   

10. Unified SVM algorithm based on LS-DC loss

    • Shuisheng Zhou
    • Wendi Zhou

    OriginalPaper 21 July 2021 Pages: 2975 - 3002

    

11. Lagrangian objective function leads to improved unforeseen attack generalization

    • Mohammad Azizmalayeri
    • Mohammad Hossein Rohban

    OriginalPaper 20 June 2023 Pages: 3003 - 3031

    

12. Also for k-means: more data does not imply better performance

    • Marco Loog
    • Jesse H. Krijthe
    • Manuele Bicego

    OriginalPaper Open access 25 July 2023 Pages: 3033 - 3050