Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence

13 October 2020

Osvaldo Simeone

Papers citing "Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence"

4 / 4 papers shown

Title
Quantifying Distribution Shifts and Uncertainties for Enhanced Model Robustness in Machine Learning Applications Vegard Flovik OOD 21 1 0 03 May 2024
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications Huayi Tang Yong Liu 39 1 0 08 Nov 2023
Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization Sharu Theresa Jose Osvaldo Simeone G. Durisi 11 17 0 04 Nov 2020
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 786 0 19 Feb 2009