你好! Shipping to Taiwan with premium packaging for just NT$300 

Ship to
Taiwan
0

My Account

  • argentina
  • chile
  • colombia
  • españa
  • méxico
  • perú
  • estados unidos
  • internacional

menu

Select your country

Americas

Europe

Rest of the world

portada Information-Theoretic Methods in Deep Learning: Theory and Applications
Type
Physical Book
Publisher
Author
Language
English
Pages
244
Format
Hardcover
ISBN13
9783725829828

Information-Theoretic Methods in Deep Learning: Theory and Applications

Yang Shuangming,Shujian Yu Shujian,Giraldo Luis Gonzalo Sánchez (Author) · Mdpi Ag · Hardcover

Information-Theoretic Methods in Deep Learning: Theory and Applications - Yang Shuangming,Shujian Yu Shujian,Giraldo Luis Gonzalo Sánchez

New Book Imported to Taiwan
Delivery: 20 Oct - 28 Oct Shipping: 6 to 7 business days.
NT$ 2,679
NT$ 2,679

Choose the list to add your product or create one New List

Go to My Wishlists
Calculate shipping cost

Synopsis "Information-Theoretic Methods in Deep Learning: Theory and Applications"

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. It covers theoretical developments, innovative methodologies, and practical applications, offering new insights into the optimization, generalization, and interpretability of deep learning models. The collection includes contributions on: Theoretical frameworks combining information theory with deep learning architectures; Entropy-based and information bottleneck methods for model compression and generalization; Mutual information estimation for feature selection and representation learning; Applications of information-theoretic principles in natural language processing, computer vision, and neural network optimization.

Customers reviews

More customer reviews
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)
  • 0% (0)

Frequently Asked Questions about the Book

Is the book original?

All books in our catalog are Original.

In what language is the book written?

The book is written in English.

What is the format of this book?

The binding of this edition is Hardcover.

Questions and Answers about the Book

Do you have a question about the book? Login to be able to add your own question.

Opinions about Bookdelivery

More customer reviews