Foundations of Machine Learning.pdf


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author Mehryar book Foundations Learning Massachu setts Machine Talwalkar Mohri
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Foundations of Machine Learning
second edition
Adaptive Computation and Machine Learning
Francis Bach, Editor
A complete list of books published in The Adaptive Computations and Machine
Learning series appears at the back of this book.
Foundations of Machine Learning
second edition
Mehryar Mohri
Afshin Rostamizadeh
Ameet Talwalkar
The MIT Press
Cambridge, Massachusetts
London, England
c© 2018 Massachusetts Institute of Technology
All rights reserved. No part of this book may be reproduced in any form by any
electronic or mechanical means (including photocopying, recording, or information
storage and retrieval) without permission in writing from the publisher.
This book was set in LATEX by the authors. Printed and bound in the United States
of America.
Library of Congress Cataloging-in-Publication Data
Names: Mohri, Mehryar, author. | Rostamizadeh, Afshin, author. | Talwalkar,
Ameet, author.
Title: Foundations of machine learning / Mehryar Mohri, Afshin Rostamizad


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