Interpretability in Deep Learning

Name: Interpretability in Deep Learning
Brand: Springer Nature
SKU: 9783031206399
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Product Details

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Springer Nature

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9783031206399

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New

Product Description

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.

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