Graph similarity learning for change-point detection in dynamic networks Déborah SulemHenry KenlayXiaowen Dong OriginalPaper Open access 31 October 2023 Pages: 1 - 44
Multi-armed bandits with dependent arms Rahul SinghFang LiuNess Shroff OriginalPaper 20 November 2023 Pages: 45 - 71
Manas: multi-agent neural architecture search Vasco LopesFabio Maria CarlucciJun Wang OriginalPaper 12 September 2023 Pages: 73 - 96
Efficient zeroth-order proximal stochastic method for nonconvex nonsmooth black-box problems Ehsan KazemiLiqiang Wang OriginalPaper 20 November 2023 Pages: 97 - 120
Feature extractor stacking for cross-domain few-shot learning Hongyu WangEibe FrankGeoffrey Holmes OriginalPaper 30 November 2023 Pages: 121 - 158
Holistic deep learning Dimitris BertsimasKimberly Villalobos CarballoIvan Paskov OriginalPaper Open access 07 December 2023 Pages: 159 - 183
Active learning for data streams: a survey Davide CacciarelliMurat Kulahci OriginalPaper Open access 20 November 2023 Pages: 185 - 239
Discordance minimization-based imputation algorithms for missing values in rating data Young Woong ParkJinhak KimDan Zhu OriginalPaper 29 November 2023 Pages: 241 - 279
Continual variational dropout: a view of auxiliary local variables in continual learning Nam Le HaiTrang NguyenKhoat Than OriginalPaper 07 December 2023 Pages: 281 - 323
Consensus–relevance kNN and covariate shift mitigation Konstantinos Kalpakis OriginalPaper 21 September 2023 Pages: 325 - 353
Explainable reinforcement learning (XRL): a systematic literature review and taxonomy Yanzhe Bekkemoen OriginalPaper Open access 29 November 2023 Pages: 355 - 441
Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning Alex BeesonGiovanni Montana OriginalPaper Open access 06 November 2023 Pages: 443 - 488
Upper and lower bounds for complete linkage in general metric spaces Anna ArutyunovaAnna GroßwendtJulian Wargalla OriginalPaper Open access 30 November 2023 Pages: 489 - 518