Name: Algorithmic Aspects of Machine Learning
Price: 1961.00 TWD
Availability: InStock
Author: Moitra, Ankur
ISBN: 9781316636008

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portada Algorithmic Aspects of Machine Learning

Type

Physical Book

Author

Ankur Moitra

Publisher

Cambridge University Press

Year

2018

Language

English

Pages

158

Format

Paperback

Dimensions

22.3 x 18.3 x 1.1 cm

Weight

0.23 kg.

ISBN13

9781316636008

Edition No.

Synopsis "Algorithmic Aspects of Machine Learning "

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.

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Algorithmic Aspects of Machine Learning - Moitra, Ankur

Synopsis "Algorithmic Aspects of Machine Learning "

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