期刊&会议

JMLR

Journal of Machine Learning Research · 期刊 · Machine Learning

2025-11-18 至 2025-11-18 共收录 3 篇

2511.13510 2025-11-18 cs.LG cs.AI cs.SY eess.SY

Naga: Vedic Encoding for Deep State Space Models

Melanie Schaller, Nick Janssen, Bodo Rosenhahn

机构 * Institute for Information Processing (TNT)（信息处理研究所）； Leibniz University Hannover（汉诺威莱布尼茨大学）； L3S Research Center（L3S研究中心）

Comments submitted to JMLR

2511.11918 2025-11-18 cs.LG cs.AI

Batch Matrix-form Equations and Implementation of Multilayer Perceptrons

Wieger Wesselink, Bram Grooten, Huub van de Wetering, Qiao Xiao, Decebal Constantin Mocanu

机构 * Eindhoven University of Technology（埃因霍温理工大学）； University of Luxembourg（卢森堡大学）

Comments 32 pages; submitted to JMLR

2302.09712 2025-11-18 stat.ML cs.LG math.PR

Depth Degeneracy in Neural Networks: Vanishing Angles in Fully Connected ReLU Networks on Initialization

Cameron Jakub, Mihai Nica

Comments Minor updates and exposition improved. Added a section with more numerical experiments. 45 pages, comments welcome. To appear in Journal of Machine Learning research

Journal ref Journal of Machine Learning Research 2024, Volume 25, Number 239