Książka Interpretability in Deep Learning Ayush Somani

Interpretability in Deep Learning

Język: Angielski
Oprawa: Twarda
Wydawca: Springer, Berlin
Dostępność: 50 % szansa
Przeszukamy cały świat
725.24
This book is a comprehensive curation, exposition and illustrative discussion of recent research too...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2023
strony
463
EAN
9783031206382
Enbook ID
41620668
Waga
948
Wymiary
155 x 235

Pełny opis

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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