Items related to Algorithmic Aspects of Machine Learning

Algorithmic Aspects of Machine Learning - Softcover

Moitra, Ankur

 
9781316636008: Algorithmic Aspects of Machine Learning
Softcover
ISBN 10: 1316636003 ISBN 13: 9781316636008
Publisher: Cambridge University Press, 2018

Synopsis

Introduces cutting-edge research on machine learning theory and practice, providing an accessible, modern algorithmic toolkit.

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About the Author

Ankur Moitra is the Rockwell International Associate Professor of Mathematics at Massachusetts Institute of Technology. He is a principal investigator in the Computer Science and Artificial Intelligence Lab (CSAIL), a core member of the Theory of Computation Group, Machine Learning@MIT, and the Center for Statistics. The aim of his work is to bridge the gap between theoretical computer science and machine learning by developing algorithms with provable guarantees and foundations for reasoning about their behavior. He is a recipient of a Packard Fellowship, a Sloan Fellowship, an National Science Foundation (NSF) CAREER Award, an NSF Computing and Innovation Fellowship and a Hertz Fellowship.

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Publisher
Cambridge University Press
Publication date
2018
Language
English
ISBN 10 
1316636003
ISBN 13 
9781316636008
Binding
Paperback
Number of pages
158