Algorithmic Aspects of Machine Learning

Language: English

Published by Cambridge University Press, 2018

1316636003 / 9781316636008

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - This book bridges theoretical computer science and machine learning by exploring what the two sides can teach each other. It emphasizes the need for flexible, tractable models that better capture not what makes machine learning hard, but what makes it easy. Theoretical computer scientists will be introduced to important models in machine learning and to the main questions within the field. Machine learning researchers will be introduced to cutting-edge research in an accessible format, and gain familiarity with a modern, algorithmic toolkit, including the method of moments, tensor decompositions and convex programming relaxations. The treatment beyond worst-case analysis is to build a rigorous understanding about the approaches used in practice and to facilitate the discovery of exciting, new ways to solve important long-standing problems.

Seller Inventory # 9781316636008

Title
Algorithmic Aspects of Machine Learning
Author
Ankur Moitra
Publisher
Cambridge University Press
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1316636003
ISBN 13
9781316636008
Item weight
242 grams
Dimensions
229x152x9 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

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Einbeck, Germany 37574