Statistical Machine Learning (PDF)

Name: Statistical Machine Learning
Brand: Taylor & Francis
SKU: 133539519
Price: 140.99 EUR
Availability: OnlineOnly

A Unified Framework (Sprache: Englisch)

Autor: Richard Golden

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Statistical Machine Learning, Richard Golden

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This book is a text intended for advanced undergraduates or graduate students which provides theoretical tools for analyzing and designing a large class of supervised, unsupervised, and reinforcement statistical machine learning algorithms using classical...

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Autoren-Porträt von Richard Golden

Richard M. Golden (Ph.D., M.S.E.E., B.S.E.E.) is Professor of Cognitive Science and Participating Faculty Member in Electrical Engineering at the University of Texas at Dallas. Dr. Golden has published articles and given talks at scientific conferences on a wide range of topics in the fields of both statistics and machine learning over the past three decades. His long-term research interests include identifying conditions for the convergence of deterministic and stochastic machine learning algorithms and investigating estimation and inference in the presence of possibly misspecified probability models.