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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..


Neural Networks And Statistical Learning

ISBN 10 : 144715570X
ISBN 13 : 9781447155706

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..


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..


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..


The Elements Of Statistical Learning

ISBN 10 : 0387848584
ISBN 13 : 9780387848587

This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical..


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..


Neural Network Learning

ISBN 10 : 052111862X
ISBN 13 : 9780521118620

This book describes recent theoretical advances in the study of artificial neural networks. It explores probabilistic models of supervised learning problems, and addresses the key ..