Kernel Methods and Machine Learning by S.Y. Kung (English) Hardcover Book

$183.13

Kernel Methods and Machine Learning by S.Y. Kung

Estimated delivery 3-12 business days

Format Hardcover

Condition Brand New

Description Containing numerous algorithms and major theorems, this step-by-step guide covers the fundamentals of kernel-based learning theory. Including over two hundred problems and real-world examples, it is an essential resource for graduate students and professionals in computer science, electrical and biomedical engineering. Solutions to problems are provided online for instructors.

Publisher Description

Offering a fundamental basis in kernel-based learning theory, this book covers both statistical and algebraic principles. It provides over 30 major theorems for kernel-based supervised and unsupervised learning models. The first of the theorems establishes a condition, arguably necessary and sufficient, for the kernelization of learning models. In addition, several other theorems are devoted to proving mathematical equivalence between seemingly unrelated models. With over 25 closed-form and iterative algorithms, the book provides a step-by-step guide to algorithmic procedures and analysing which factors to consider in tackling a given problem, enabling readers to improve specifically designed learning algorithms, build models for new applications and develop efficient techniques suitable for green machine learning technologies. Numerous real-world examples and over 200 problems, several of which are Matlab-based simulation exercises, make this an essential resource for graduate students and professionals in computer science, electrical and biomedical engineering. Solutions to problems are provided online for instructors.

Details

ISBN 110702496X
ISBN-13 9781107024960
Title Kernel Methods and Machine Learning
Author S.Y. Kung
Format Hardcover
Year 2014
Pages 572
Publisher Cambridge University Press

GE_Item_ID:80140663; About Us

Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you\'re bound to find what you want, at a price you\'ll love!

Shipping & Delivery Times

Shipping is FREE to any address in USA.

Please view estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated.

International deliveries will take 1-6 weeks.

NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations.

Returns

If you wish to return an item, please consult our Returns Policy as below:

Please contact Customer Services and request \"Return Authorisation\" before you send your item back to us. Unauthorised returns will not be accepted.

Returns must be postmarked within 4 business days of authorisation and must be in resellable condition.

Returns are shipped at the customer\'s risk. We cannot take responsibility for items which are lost or damaged in transit.

For purchases where a shipping charge was paid, there will be no refund of the original shipping charge.

Additional Questions

If you have any questions please feel free to Contact Us.