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

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

13 October 2020

Sharu Theresa Jose

Osvaldo Simeone

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

6 / 6 papers shown

Title
ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams C. Kim Jihwan Moon Sangwoo Moon Heeseung Yun Sihaeng Lee Aniruddha Kembhavi Soonyoung Lee Gunhee Kim Sangho Lee Christopher Clark 23 0 0 21 Apr 2025
Quantifying Distribution Shifts and Uncertainties for Enhanced Model Robustness in Machine Learning Applications Vegard Flovik OOD 34 1 0 03 May 2024
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications Huayi Tang Yong Liu 57 1 0 08 Nov 2023
Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning Haiyun He Hanshu Yan Vincent Y. F. Tan 23 11 0 03 Oct 2021
Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization Sharu Theresa Jose Osvaldo Simeone G. Durisi 19 17 0 04 Nov 2020
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009