Interpretability in Deep Learning Somani Ayush
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. Scientists with research, development and application responsibilities benefit from i… Celý popis ↓
Porovnanie cien Interpretability in Deep Learning Somani Ayush
Popis Interpretability in Deep Learning Somani Ayush
Interpretability in Deep Learning Somani Ayush
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. Scientists with research, development and application responsibilities benefit from its systematic exposition. 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.
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