Information Theory

Authors and titles for October 2025

[326] arXiv:2510.23485 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: Tighter CMI-Based Generalization Bounds via Stochastic Projection and Quantization Show Chinese title

Title: 通过随机投影和量化获得更紧的基于CMI的泛化界

Milad Sefidgaran, Kimia Nadjahi, Abdellatif Zaidi

Comments: Accepted for oral presentation at NeurIPS 2025

Subjects: Machine Learning (stat.ML) ; Information Theory (cs.IT) ; Machine Learning (cs.LG)

[327] arXiv:2510.23507 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: A Deep Latent Factor Graph Clustering with Fairness-Utility Trade-off Perspective Show Chinese title

Title: 具有公平性-效用权衡视角的深度潜在因子图聚类

Siamak Ghodsi, Amjad Seyedi, Tai Le Quy, Fariba Karimi, Eirini Ntoutsi

Comments: Accepted to IEEE Big-Data 2025 main research track. The paper is 10 main pages and 4 pages of Appendix

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Information Theory (cs.IT)