1. Bayesian mixture variational autoencoders for multi-modal learning

   • Keng-Te Liao
   • Bo-Wei Huang
   • Shou-De Lin

   OriginalPaper 07 November 2022 Pages: 4329 - 4357

   

2. SVRG meets AdaGrad: painless variance reduction

   • Benjamin Dubois-Taine
   • Sharan Vaswani
   • Simon Lacoste-Julien

   OriginalPaper 10 November 2022 Pages: 4359 - 4409

   

3. A brain-inspired algorithm for training highly sparse neural networks

   • Zahra Atashgahi
   • Joost Pieterse
   • Mykola Pechenizkiy

   OriginalPaper Open access 08 November 2022 Pages: 4411 - 4452

   

4. Matrix-wise \(\ell _0\)-constrained sparse nonnegative least squares

   • Nicolas Nadisic
   • Jeremy E. Cohen
   • Nicolas Gillis

   OriginalPaper 15 November 2022 Pages: 4453 - 4495

   

5. Lead–lag detection and network clustering for multivariate time series with an application to the US equity market

   • Stefanos Bennett
   • Mihai Cucuringu
   • Gesine Reinert

   OriginalPaper Open access 01 November 2022 Pages: 4497 - 4538

   

6. Adversarial examples for extreme multilabel text classification

   • Mohammadreza Qaraei
   • Rohit Babbar

   OriginalPaper Open access 04 November 2022 Pages: 4539 - 4563

   

7. Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio

   • Matthias König
   • Holger H. Hoos
   • Jan N. van Rijn

   OriginalPaper Open access 08 September 2022 Pages: 4565 - 4584

   

8. BT-Unet: A self-supervised learning framework for biomedical image segmentation using barlow twins with U-net models

   • Narinder Singh Punn
   • Sonali Agarwal

   OriginalPaper 22 August 2022 Pages: 4585 - 4600

   

9. Representation learning for clustering via building consensus

   • Aniket Anand Deshmukh
   • Jayanth Reddy Regatti
   • Urun Dogan

   OriginalPaper Open access 09 September 2022 Pages: 4601 - 4638

   

10. Variance reduction on general adaptive stochastic mirror descent

    • Wenjie Li
    • Zhanyu Wang
    • Guang Cheng

    OriginalPaper 22 August 2022 Pages: 4639 - 4677

    

11. Learning with risks based on M-location

    • Matthew J. Holland

    OriginalPaper Open access 25 August 2022 Pages: 4679 - 4718

    

12. Optimistic optimisation of composite objective with exponentiated update

    • Weijia Shao
    • Fikret Sivrikaya
    • Sahin Albayrak

    OriginalPaper Open access 22 August 2022 Pages: 4719 - 4764