 | Advanced Mean Field Methods
Theory and Practice
Edited by Manfred Opper and David Saad
This book covers the theoretical foundations of advanced mean field methods, explores the relation between the different approaches, examines the quality of the approximation obtained, and demonstrates their application to various areas of probabilistic modeling.
Cloth / February 2001
Price $50.00 | ADD TO CART |
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 | Advances in Large-Margin Classifiers
Edited by Peter J. Bartlett, Bernhard Schölkopf, Dale Schuurmans and Alex J Smola
The book provides an overview of recent developments in large margin classifiers, examines connections with other methods (e.g., Bayesian inference), and identifies strengths and weaknesses of the method, as well as directions for future research.
Cloth / October 2000
Price $55.00 | ADD TO CART |
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 | Advances in Minimum Description Length
Theory and Applications
Edited by Peter D. Grünwald, In Jae Myung and Mark A. Pitt
A source book for state-of-the-art MDL, including an extensive tutorial and recent theoretical advances and practical applications in fields ranging from bioinformatics to psychology.
Cloth / April 2005
Price $50.00 | ADD TO CART |
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 | Advances in Neural Information Processing Systems
Proceedings of the First 12 Conferences
Edited by Michael I. Jordan, Yann LeCun and Sara A. Solla
The complete twelve-volume proceedings of the Neural Information Processing Systems conferences from 1988 to 1999 on CD-ROM.
Software / November 2001
Price $75.00 | ADD TO CART |
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 | Advances in Neural Information Processing Systems 13
Edited by Todd K. Leen, Thomas G. Dietterich and Volker Tresp
The proceedings of the 2000 Neural Information Processing Systems (NIPS) Conference.
Cloth / April 2001
Price $95.00 | ADD TO CART |
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 | Advances in Neural Information Processing Systems 14
Proceedings of the 2001 Neural Information Processing Systems (NIPS) Conference
Edited by Thomas G. Dietterich, Suzanna Becker and Zoubin Ghahramani
The proceedings of the 2001 Neural Information Processing Systems (NIPS) Conference.
Cloth / September 2002
Price $95.00 | ADD TO CART |
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 | Advances in Neural Information Processing Systems 18
Proceedings of the 2005 Conference
Edited by Yair Weiss, Bernhard Schölkopf and John Platt
Papers from the 2005 flagship meeting on neural computation, with contributions from physicists, neuroscientists, mathematicians, statisticians, and computer scientists.
Cloth / May 2006
Price $100.00 | ADD TO CART |
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 | Advances in Neural Information Processing Systems 19
Proceedings of the 2006 Conference
Edited by Bernhard Schölkopf, John Platt and Thomas Hofmann
The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. This volume contains the papers presented at the December 2006 meeting, held in Vancouver.
Cloth / September 2007
Price $100.00 | ADD TO CART |
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 | Dataset Shift in Machine Learning
Edited by Joaquin Quiñonero-Candela, Masashi Sugiyama, Anton Schwaighofer and Neil D. Lawrence
An overview of recent efforts in the machine learning community to deal with dataset and covariate shift, which occurs when test and training inputs and outputs have different distributions.
Cloth / February 2009
Price $40.00 | ADD TO CART |
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 | Exploratory Analysis and Data Modeling in Functional Neuroimaging
Edited by Friedrich T. Sommer and Andrzej Wichert; Foreword by Manfred Spitzer
An overview of theoretical and computational approaches to neuroimaging.
Cloth / December 2002
Price $48.00 | ADD TO CART |
|
 | Large-Scale Kernel Machines
Edited by Léon Bottou, Olivier Chapelle, Dennis DeCoste and Jason Weston
Topics covered include fast implementations of known algorithms, approximations that are amenable to theoretical guarantees, and algorithms that perform well in practice but are difficult to analyze theoretically.
Cloth / September 2007
Price $47.00 | ADD TO CART |
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 | Learning Machine Translation
Edited by Cyril Goutte, Nicola Cancedda, Marc Dymetman and George Foster
How Machine Learning can improve machine translation: enabling technologies and new statistical techniques.
Cloth / February 2009
Price $45.00 | ADD TO CART |
|
 | Nearest-Neighbor Methods in Learning and Vision
Theory and Practice
Edited by Gregory Shakhnarovich, Trevor Darrell and Piotr Indyk
Advances in computational geometry and machine learning that offer new methods for search, regression, and classification with large amounts of high-dimensional data.
Cloth / March 2006
Price $45.00 | ADD TO CART |
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 | New Directions in Statistical Signal Processing
From Systems to Brains
Edited by Simon Haykin, José C. Príncipe, Terrence J. Sejnowski and John McWhirter
Leading researchers in signal processing and neural computation present work aimed at promoting the interaction and cross-fertilization between the two fields.
Cloth / October 2006
Price $50.00 | ADD TO CART |
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 | Predicting Structured Data
Edited by Gökhan H. Bakir, Thomas Hofmann, Bernhard Schölkopf, Alexander J. Smola, Ben Taskar and S. V. N. Vishwanathan
State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.
Cloth / September 2007
Price $47.00 | ADD TO CART |
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 | Probabilistic Models of the Brain
Perception and Neural Function
Edited by Rajesh P. N. Rao, Bruno A. Olshausen and Michael S. Lewicki
A survey of probabilistic approaches to modeling and understanding brain function.
Cloth / February 2002
Price $58.00 | ADD TO CART |
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 | Toward Brain-Computer Interfacing
Edited by Guido Dornhege, José del R. Millán, Thilo Hinterberger, Dennis J. McFarland and Klaus-Robert Müller; Foreword by Terrence J. Sejnowski
The latest research in the development of technologies that will allow humans to communicate, using brain signals only, with computers, wheelchairs, prostheses, and other devices.
Cloth / September 2007
Price $47.00 | ADD TO CART |
