Information-Theoretic Methods in Deep Learning

Information-Theoretic Methods in Deep Learning

Computer Programs
Machine Learning

The rapid development of deep learning has led to groundbreaking advancements across various fields, from computer vision to natural language processing and beyond. Information theory, as a mathematical foundation for understanding data representation, learning, and communication, has emerged as a powerful tool in advancing deep learning methods.This Special Issue, "Information-Theoretic Methods in Deep Learning: Theory and Applications", presents cutting-edge research that bridges the gap between information theory and deep learning.

Shuangming Yang,
Shujian Yu

https://mdpi-res.com/bookfiles/book/10425/InformationTheoretic_Methods_in_Deep_Learning.pdf?v=1776647452

MDPI - Multidisciplinary Digital Publishing Institute

2025

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