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Neural Networks And Statistical Learning

ISBN 10 : 9781447155713
ISBN 13 : 1447155718

Providing a broad but in-depth introduction to neural network and machine learning in a statistical framework, this book provides a single, comprehensive resource for study and fur..


The Elements Of Statistical Learning

ISBN 10 : 9780387216065
ISBN 13 : 0387216065

During the past decade there has been an explosion in computation and information technology. With it have come vast amounts of data in a variety of fields such as medicine, biolog..


An Elementary Introduction To Statistical Learning Theory

ISBN 10 : 1118023463
ISBN 13 : 9781118023464

A thought-provoking look at statistical learning theory and its role in understanding human learning and inductive reasoning A joint endeavor from leading researchers in the fields..


Algebraic Geometry And Statistical Learning Theory

ISBN 10 : 9780521864671
ISBN 13 : 0521864674

Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular: mixture models, ne..


The Nature Of Statistical Learning Theory

ISBN 10 : 9781475724400
ISBN 13 : 1475724403

The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning from the general point of vie..


Bayesian Learning For Neural Networks

ISBN 10 : 9781461207450
ISBN 13 : 1461207452

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 safe..


An Introduction To Statistical Learning

ISBN 10 : 9781461471387
ISBN 13 : 1461471389

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data set..