Information-Theoretic Characterization of the Generalization Error for
Iterative Semi-Supervised Learning

Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning

3 October 2021

Vincent Y. F. Tan

Papers citing "Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning"

5 / 5 papers shown

Title
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 31 0 0 15 Oct 2024
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications Huayi Tang Yong Liu 53 1 0 08 Nov 2023
Tighter Information-Theoretic Generalization Bounds from Supersamples Ziqiao Wang Yongyi Mao 19 17 0 05 Feb 2023
Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence Sharu Theresa Jose Osvaldo Simeone 38 16 0 13 Oct 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 105 146 0 06 Nov 2019