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Add to basketXIV, 145 p. Hardcover. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Understanding Complex Systems. Sprache: Englisch.
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Add to basketHardcover. Condition: Brand New. 145 pages. 9.50x6.25x0.50 inches. In Stock.
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Add to basketPaperback. Condition: New. New. book.
Published by LIGHTNING SOURCE UK LTD, 2021
ISBN 10: 3036508023 ISBN 13: 9783036508023
Language: English
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Published by LIGHTNING SOURCE UK LTD, 2021
ISBN 10: 3036508023 ISBN 13: 9783036508023
Language: English
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Add to basketHRD. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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Add to basketBuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - The celebrated information bottleneck (IB) principle of Tishby et al. has recently enjoyed renewed attention due to its application in the area of deep learning. This collection investigates the IB principle in this new context. The individual chapters in this collection: ¿ provide novel insights into the functional properties of the IB; ¿ discuss the IB principle (and its derivates) as an objective for training multi-layer machine learning structures such as neural networks and decision trees; and ¿ offer a new perspective on neural network learning via the lens of the IB framework. Our collection thus contributes to a better understanding of the IB principle specifically for deep learning and, more generally, of information-theoretic cost functions in machine learning. This paves the way toward explainable artificial intelligence.
Published by Springer International Publishing, 2017
ISBN 10: 3319595326 ISBN 13: 9783319595320
Language: English
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Add to basketGebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book introduces readers to essential tools for the measurement and analysis of information loss in signal processing systems. Employing a new information-theoretic systems theory, the book analyzes various syste.
Published by Springer International Publishing, 2018
ISBN 10: 3319866451 ISBN 13: 9783319866451
Language: English
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Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book introduces readers to essential tools for the measurement and analysis of information loss in signal processing systems. Employing a new information-theoretic systems theory, the book analyzes various syste.