Individually Conditional Individual Mutual Information Bound on Generalization Error Academic Article

authors

• Tian, Chao

published proceedings

• IEEE TRANSACTIONS ON INFORMATION THEORY

altmetric score

• 0.25

author list (cited authors)

• Zhou, R., Tian, C., & Liu, T.

citation count

• 2

complete list of authors

• Zhou, Ruida||Tian, Chao||Liu, Tie

publication date

• May 2022

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

published in

• IEEE TRANSACTIONS ON INFORMATION THEORY  Journal

keywords

• Generalization Error
• Heuristic Algorithms
• Information-theoretic Bounds
• Mutual Information
• Noise Measurement
• Random Variables
• Stochastic Gradient Langevin Dynamics
• Training
• Training Data
• Upper Bound

Digital Object Identifier (DOI)

• 10.1109/TIT.2022.3144615

start page

• 3304

end page

• 3316

volume

• 68

issue

• 5

URL

• http://dx.doi.org/10.1109/tit.2022.3144615