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Neural Network Learning
This work explores probabilistic models of supervised learning problems and addresses the key statistical and computational questions. Chapters survey research on pattern classification with binary-output networks, including a discussion of the relevance of the Vapnik Chervonenkis dimension, and of estimates of the dimension for several neural network models. In addition, the authors develop a model of classification by real-output networks, and demonstrate the usefulness of classification...
Lectures on Linear Algebra
Prominent Russian mathematician's concise, well-written exposition considers n-dimensional spaces, linear and bilinear forms, linear transformations, canonical form of an arbitrary linear transformation, and an introduction to tensors. While not designed as an introductory text, the book's well-chosen topics, brevity of presentation, and the author's reputation will recommend it to all students, teachers, and mathematicians working in this sector.
Climatological Data
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Advances in Neural Information Processing Systems 9
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the world and is widely considered to be a showcase conference for new developments in network algorithms and architectures. The broad range of interdisciplinary research areas represented includes neural networks and genetic algorithms, cognitive science, neuroscience and biology, computer science, AI, applied mathematics, physics, and many branches of engineering. Only about 30% of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. All of the papers presented appear in these proceedings.
Memorable Deeds and Sayings
Valerius Maximus stands alone as an extant prose author of the early principate who devoted specific interest to the Romans' attitude to religion. In eight chapters he presents a variety of material selected from earlier authors, such as Cicero, Livy, and Varro, to illustrate central areas of Roman religious thought and practice: augury, omens, dreams, and miracles. Valerius has not been translated into English since 1678 and there has never been a detailed commentary on his work in any language. With the growing interest in the non-Judaeo-Christian religions of the Mediterranean world and scholars recognizing that Roman religion should not be approached with Judaeo-Christian presuppositions or through the filter of the Christian Fathers, Valerius Maximus gives us an opportunity to see an unexceptional pagan speaking about his religion.
Advances in Neural Information Processing Systems 19
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.
Pius IX
The solemn beatification of Pope Pius IX in September 2000 celebrated the heroic virtue of one of the most influential figures of the nineteenth century. Born in 1792, Giovanni Maria Mastai Ferretti was elected Pope on June 16th 1846. His pontificate, the subject of this biographical study, lasted thirty-two years, the longest after that of St Peter himself. Elevated to the Papacy amid the historical backdrop of turmoil and revolution in Italy and Europe, he was also to play a central role in the drama of the Risorgimento that led to the creation of a united Italy. Publication of the English translation of Roberto de Mattei's acclaimed study of Pius IX marks the 150th anniversary of the Pope's solemn definition of the Dogma of Our Lady's Immaculate Conception. Roberto de Mattei holds the chair of Modern History at the University of Cassino (Rome), is vice president of the Italian C.N.R. (National Council for Research) and is well-known in Italy as a journalist and writer.
Advances in Neural Information Processing Systems 11
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the world and is widely considered to be a showcase conference for new developments in network algorithms and architectures. The broad range of interdisciplinary research areas represented includes computer science, neuroscience, statistics, physics, cognitive science, and many branches of engineering, including signal processing and control theory. Only about 30 percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. These proceedings contain all of the papers that were presented.
