1. Correlated product of experts for sparse Gaussian process regression

   • Manuel Schürch
   • Dario Azzimonti
   • Marco Zaffalon

   OriginalPaper Open access 25 January 2023 Pages: 1411 - 1432

   

2. An accelerated proximal algorithm for regularized nonconvex and nonsmooth bi-level optimization

   • Ziyi Chen
   • Bhavya Kailkhura
   • Yi Zhou

   OriginalPaper 07 April 2023 Pages: 1433 - 1463

   

3. \(\alpha\)ILP: thinking visual scenes as differentiable logic programs

   • Hikaru Shindo
   • Viktor Pfanschilling
   • Kristian Kersting

   OriginalPaper Open access 14 March 2023 Pages: 1465 - 1497

   

4. Learning key steps to attack deep reinforcement learning agents

   • Chien-Min Yu
   • Ming-Hsin Chen
   • Hsuan-Tien Lin

   OriginalPaper 20 March 2023 Pages: 1499 - 1522

   

5. Data driven discovery of systems of ordinary differential equations using nonconvex multitask learning

   • Clément Lejeune
   • Josiane Mothe
   • Olivier Teste

   OriginalPaper 24 April 2023 Pages: 1523 - 1549

   

6. Learning programs with magic values

   • Céline Hocquette
   • Andrew Cropper

   OriginalPaper Open access 22 March 2023 Pages: 1551 - 1595

   

7. Generalizing universal adversarial perturbations for deep neural networks

   • Yanghao Zhang
   • Wenjie Ruan
   • Xiaowei Huang

   OriginalPaper 22 March 2023 Pages: 1597 - 1626

   

8. Cross-model consensus of explanations and beyond for image classification models: an empirical study

   • Xuhong Li
   • Haoyi Xiong
   • Dejing Dou

   OriginalPaper 23 February 2023 Pages: 1627 - 1662

   

9. Local2Global: a distributed approach for scaling representation learning on graphs

   • Lucas G. S. Jeub
   • Giovanni Colavizza
   • Mihai Cucuringu

   OriginalPaper Open access 24 February 2023 Pages: 1663 - 1692

   

10. PAC-learning with approximate predictors

    • Andrew J. Turner
    • Ata Kabán

    OriginalPaper Open access 08 February 2023 Pages: 1693 - 1732

    

11. Fully convolutional open set segmentation

    • Hugo Oliveira
    • Caio Silva
    • Jefersson A. dos Santos

    OriginalPaper 09 July 2021 Pages: 1733 - 1784

    

12. Deep learning’s shallow gains: a comparative evaluation of algorithms for automatic music generation

    • Zongyu Yin
    • Federico Reuben
    • Tom Collins

    OriginalPaper Open access 21 March 2023 Pages: 1785 - 1822