Information bottleneck and selective noise supervision for zero-shot learning Lei ZhouYang LiuEdwin Hancock OriginalPaper 01 September 2022 Pages: 2239 - 2261
Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations Ariyan BighashdelPavol JancuraGijs Dubbelman OriginalPaper Open access 30 November 2022 Pages: 2263 - 2296
Autoencoding slow representations for semi-supervised data-efficient regression Oliver StruckmeierKshitij TiwariVille Kyrki OriginalPaper Open access 25 January 2023 Pages: 2297 - 2315
Learning to increase the power of conditional randomization tests Shalev ShaerYaniv Romano OriginalPaper 02 February 2023 Pages: 2317 - 2357
Diverse and consistent multi-view networks for semi-supervised regression Cuong NguyenArun RajaChuan-Sheng Foo OriginalPaper 16 February 2023 Pages: 2359 - 2395
Unsupervised discretization by two-dimensional MDL-based histogram Lincen YangMitra BaratchiMatthijs van Leeuwen OriginalPaper Open access 16 February 2023 Pages: 2397 - 2431
On the sample complexity of actor-critic method for reinforcement learning with function approximation Harshat KumarAlec KoppelAlejandro Ribeiro OriginalPaper 16 February 2023 Pages: 2433 - 2467
Inverse learning in Hilbert scales Abhishake RastogiPeter Mathé OriginalPaper Open access 22 February 2023 Pages: 2469 - 2499
On the Discrepancy between Kleinberg’s Clustering Axioms and k-Means Clustering Algorithm Behavior Mieczysław Alojzy KłopotekRobert Albert Kłopotek OriginalPaper Open access 01 March 2023 Pages: 2501 - 2553
SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting Rakshitha GodahewaGeoffrey I. WebbChristoph Bergmeir OriginalPaper Open access 13 March 2023 Pages: 2555 - 2591
Inverse reinforcement learning through logic constraint inference Mattijs BaertSam LerouxPieter Simoens OriginalPaper 14 March 2023 Pages: 2593 - 2618
Reducing classifier overconfidence against adversaries through graph algorithms Leonardo TeixeiraBrian JalaianBruno Ribeiro OriginalPaper 14 March 2023 Pages: 2619 - 2651
Pruning during training by network efficacy modeling Mohit RajpalYehong ZhangBryan Kian Hsiang Low OriginalPaper 14 March 2023 Pages: 2653 - 2684
Domain adversarial neural networks for domain generalization: when it works and how to improve Anthony SiciliaXingchen ZhaoSeong Jae Hwang OriginalPaper Open access 03 April 2023 Pages: 2685 - 2721
Robust matrix estimations meet Frank–Wolfe algorithm Naimin JingEthan X. FangCheng Yong Tang OriginalPaper 05 April 2023 Pages: 2723 - 2760