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Interpretability in Deep Learning

Name: Interpretability in Deep Learning
Brand: Springer, Berlin
SKU: 41620668
Price: 164.78 EUR
Availability: InStock
Author: Ayush Somani
ISBN: 9783031206382

Ayush Somani

Alexander Horsch

Dilip K. Prasad

Language

English

Book Hardback

Libristo code: 41620668

Publishers Springer, Berlin, November 2022

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

Libristo code: 41620668

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.