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Introduction To Machine Learning


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Author by : Ethem Alpaydin
Languange Used : en
Release Date : 2014-08-29
Publisher by : MIT Press

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems

The Computational Complexity Of Machine Learning


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Author by : Michael J. Kearns
Languange Used : en
Release Date : 1990
Publisher by : MIT Press

We also give algorithms for learning powerful concept classes under the uniform distribution, and give equivalences between natural models of efficient learnability. This thesis also includes detailed

Machine Learning For Audio Image And Video Analysis


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Author by : Francesco Camastra
Languange Used : en
Release Date : 2015-07-21
Publisher by : Springer

This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of appendices provides the reader with sel

Machine Learning In Computer Vision


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Author by : Nicu Sebe
Languange Used : en
Release Date : 2005-06-03
Publisher by : Springer Science & Business Media

The goal of this book is to address the use of several important machine learning techniques into computer vision applications. An innovative combination of computer vision and machine learning techni