Minimum Description Length and Generalization Guarantees for Representation Learning

5 February 2024

Papers citing "Minimum Description Length and Generalization Guarantees for Representation Learning"

6 / 6 papers shown

Title
Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior Milad Sefidgaran Abdellatif Zaidi Piotr Krasnowski 44 0 0 25 Apr 2025
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors Milad Sefidgaran A. Zaidi Piotr Krasnowski 80 1 0 21 Feb 2025
Coding for Intelligence from the Perspective of Category Wenhan Yang Zixuan Hu Lilang Lin Jiaying Liu Ling-Yu Duan AI4CE 33 1 0 01 Jul 2024
Recognizable Information Bottleneck Yilin Lyu Xin Liu M. Song Xinyue Wang Yaxin Peng T. Zeng L. Jing 18 4 0 28 Apr 2023
Data-dependent Generalization Bounds via Variable-Size Compressibility Milad Sefidgaran A. Zaidi 20 4 0 09 Mar 2023
Information-theoretic generalization bounds for black-box learning algorithms Hrayr Harutyunyan Maxim Raginsky Greg Ver Steeg Aram Galstyan 32 41 0 04 Oct 2021