Bayesian mixture variational autoencoders for multi-modal learning Keng-Te LiaoBo-Wei HuangShou-De Lin OriginalPaper 07 November 2022 Pages: 4329 - 4357
SVRG meets AdaGrad: painless variance reduction Benjamin Dubois-TaineSharan VaswaniSimon Lacoste-Julien OriginalPaper 10 November 2022 Pages: 4359 - 4409
A brain-inspired algorithm for training highly sparse neural networks Zahra AtashgahiJoost PieterseMykola Pechenizkiy OriginalPaper Open access 08 November 2022 Pages: 4411 - 4452
Matrix-wise \(\ell _0\)-constrained sparse nonnegative least squares Nicolas NadisicJeremy E. CohenNicolas Gillis OriginalPaper 15 November 2022 Pages: 4453 - 4495
Lead–lag detection and network clustering for multivariate time series with an application to the US equity market Stefanos BennettMihai CucuringuGesine Reinert OriginalPaper Open access 01 November 2022 Pages: 4497 - 4538
Adversarial examples for extreme multilabel text classification Mohammadreza QaraeiRohit Babbar OriginalPaper Open access 04 November 2022 Pages: 4539 - 4563
Speeding up neural network robustness verification via algorithm configuration and an optimised mixed integer linear programming solver portfolio Matthias KönigHolger H. HoosJan N. van Rijn OriginalPaper Open access 08 September 2022 Pages: 4565 - 4584
BT-Unet: A self-supervised learning framework for biomedical image segmentation using barlow twins with U-net models Narinder Singh PunnSonali Agarwal OriginalPaper 22 August 2022 Pages: 4585 - 4600
Representation learning for clustering via building consensus Aniket Anand DeshmukhJayanth Reddy RegattiUrun Dogan OriginalPaper Open access 09 September 2022 Pages: 4601 - 4638
Variance reduction on general adaptive stochastic mirror descent Wenjie LiZhanyu WangGuang Cheng OriginalPaper 22 August 2022 Pages: 4639 - 4677
Learning with risks based on M-location Matthew J. Holland OriginalPaper Open access 25 August 2022 Pages: 4679 - 4718
Optimistic optimisation of composite objective with exponentiated update Weijia ShaoFikret SivrikayaSahin Albayrak OriginalPaper Open access 22 August 2022 Pages: 4719 - 4764