Description: Bayesian Learning for Neural Networks by Radford M. Neal Estimated delivery 3-12 business days Format Paperback Condition Brand New Description Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions remain about how the power of these models can be safely exploited when training data is limited. Publisher Description Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions remain about how the power of these models can be safely exploited when training data is limited. This book demonstrates how Bayesian methods allow complex neural network models to be used without fear of the "overfitting" that can occur with traditional training methods. Insight into the nature of these complex Bayesian models is provided by a theoretical investigation of the priors over functions that underlie them. A practical implementation of Bayesian neural network learning using Markov chain Monte Carlo methods is also described, and software for it is freely available over the Internet. Presupposing only basic knowledge of probability and statistics, this book should be of interest to researchers in statistics, engineering, and artificial intelligence. Details ISBN 0387947248 ISBN-13 9780387947242 Title Bayesian Learning for Neural Networks Author Radford M. Neal Format Paperback Year 1996 Pages 204 Edition 1996th Publisher Springer-Verlag New York Inc. GE_Item_ID:137900429; 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 eBay 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. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
Price: 218.49 USD
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ISBN-13: 9780387947242
Book Title: Bayesian Learning for Neural Networks
Number of Pages: 204 Pages
Publication Name: Bayesian Learning for Neural Networks
Language: English
Publisher: Springer New York
Publication Year: 1996
Subject: Machine Theory, Probability & Statistics / General, Intelligence (Ai) & Semantics, Computer Simulation, Neural Networks, Probability & Statistics / Bayesian Analysis
Type: Textbook
Item Weight: 22.9 Oz
Subject Area: Mathematics, Computers
Author: Radford M. Neal
Item Length: 9.3 in
Series: Lecture Notes in Statistics Ser.
Item Width: 6.1 in
Format: Trade Paperback
