James Sharpe

Richard Golden

This chronological collection charts the change in attitudes to witchcraft during the period 1560-1736, which culminates in the educated debate on the reality of witchcraft and the gradual decline in belief in witches and associated phenomena.

English Witchcraft, 1560-1736, vol 2

The recent rapid growth in the variety and complexity of new machine learning architectures requires the development of improved methods for designing, analyzing, evaluating, and communicating machine learning technologies. Statistical Machine Learning: A Unified Framework provides students, engineers, and scientists with tools from mathematical statistics and nonlinear optimization theory to become experts in the field of machine learning. In particular, the material in this text directly supports the mathematical analysis and design of old, new, and not-yet-invented nonlinear high-dimensional machine learning algorithms. Features: Unified empirical risk minimization framework supports rigorous mathematical analyses of widely used supervised, unsupervised, and reinforcement machine learning algorithms Matrix calculus methods for supporting machine learning analysis and design applications Explicit conditions for ensuring convergence of adaptive, batch, minibatch, MCEM, and MCMC learning algorithms that minimize both unimodal and multimodal objective functions Explicit conditions for characterizing asymptotic properties of M-estimators and model selection criteria such as AIC and BIC in the presence of possible model misspecification This advanced text is suitable for graduate students or highly motivated undergraduate students in statistics, computer science, electrical engineering, and applied mathematics. The text is self-contained and only assumes knowledge of lower-division linear algebra and upper-division probability theory. Students, professional engineers, and multidisciplinary scientists possessing these minimal prerequisites will find this text challenging yet accessible. About the Author: 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.

A Unified Framework

Statistical Machine Learning

James A. Sharpe

The Matthew Hopkins Trials

Gilad commands an Israeli submarine equipped with nuclear-tipped cruise missiles. Nuclear detonations in Israel and attacks against Israeli embassies leave him with no way to receive orders from civilian or military authorities. A letter written by the prime minister before the mission provides his only instruction. The submarine crew dodges attacks from foreign navies, replenishes food and fuel far from home, and faces a deadly fire. As tensions rise, Gilad must persuade his own officers and crew, as well as the vengeful commander of a second Israeli submarine, of his decisions. A feisty female intelligence officer onboard helps, but provides unexpected challenges. Now, with millions of lives at stake, Gilad has difficult choices ones that may decide the fate of the free world. The review by Slate.com columnist Ron Rosenbaum dated May 08, 2009 is reproduced below following its url. http://www.slate.com/id/2217899/ I want to return to Cormac McCarthy and the mystery he leaves us with at the end of his novel. But before I do I want to point out that not all of the new nuclear novels deserve the nuke porn label. I want to recommend one nuclear war novel that rises above nuke porn and takes an all-too-sober look at the way nuclear war could consume us. Depth of Revenge by Richard Golden came to my attention in an unusual way. It's not an airport bookstore production but comes from a small self-publishing company called iUniverse. After my recent column on "The Letter of Last Resort" about the safe within the safe on British subs that contains the prime minister's handwritten instructions on what the captain should do in terms of retaliation should the sub be cut off from a potentially incinerated United Kingdom by a "decapitating strike."

Richard Golden

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