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Interpretability in Deep Learning

Name: Interpretability in Deep Learning
Brand: Springer International Publishing
SKU: 45871161
Price: 164.78 EUR
Availability: InStock
Author: Dilip K. Prasad
ISBN: 9783031206412

Dilip K. Prasad

Alexander Horsch

Language

English

Book Paperback

Libristo code: 45871161

Publishers Springer International Publishing, June 2023

This book is a comprehensive curation, exposition and illustrative discussion of recent research too... Full description

Libristo code: 45871161

398 b

164.78 €

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This book is a comprehensive curation, exposition and illustrative discussion of recent research tools for interpretability of deep learning models, with a focus on neural network architectures. In addition, it includes several case studies from application-oriented articles in the fields of computer vision, optics and machine learning related topic.

The book can be used as a monograph on interpretability in deep learning covering the most recent topics as well as a textbook for graduate students. Scientists with research, development and application responsibilities benefit from its systematic exposition.