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Now Publishers Inc Now Publishers Learning Deep Architectures for AI Book

Amazon

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£64.50 £61.28 £62.57 £63.86 £65.15 £66.44 £67.73 21 October 2024 09 April 2025 27 September 2025 17 March 2026 04 September 2026
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Description

Explore the fundamental principles of deep architectures in this specialized text from Now Publishers Inc. Part of the Foundations and Trends in Machine Learning series, this book addresses whether machine learning can achieve true AI through deep structures. It examines how multiple levels of non-linear operations, such as neural networks with many hidden layers or graphical models with multiple latent variables, allow for the representation of high-level abstractions in vision and language. This resource provides theoretical results and draws inspiration from brain and cognition studies to explain how complicated functions are learned. It is a technical deep dive into the mechanics of deep architectures, including the use of complicated propositional formulae and sub-formulae to build advanced AI-level tasks.

Key Features

This book by Now Publishers Inc explores the relationship between machine learning and AI through deep architectures.

The text covers multiple levels of non-linear operations used in neural nets with many hidden layers.

Learn about graphical models with many levels of latent variables and their role in machine learning.

Study the use of complicated propositional formulae that reuse many sub-formulae for complex tasks.

This volume is part of the Foundations and Trends in Machine Learning series for higher education.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
30 November 2009
Listed Since
23 November 2009

Barcode

No barcode data available

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