Treffer: Moritz Hardt, Benjamin Recht: Patterns, Predictions, and Actions: Princeton University Press 2022, 320 Seiten, ISBN 9780691233734/pbk, 9780691233727/ebbok.

The book "Patterns, Predictions, and Actions" by Moritz Hardt and Benjamin Recht deals with the mathematical analysis of machine learning, especially deep learning. It places particular emphasis on empirical observations from recent years and discusses to what extent these are mathematically understood. The book is mathematically challenging and covers modern machine learning techniques as well as their empirical properties. It also addresses the use of datasets as benchmarks and potential negative aspects of machine learning. [Extracted from the article]

Das Buch "Patterns, Predictions, and Actions" von Moritz Hardt und Benjamin Recht beschäftigt sich mit der mathematischen Analyse von Machine Learning und insbesondere Deep Learning. Es legt besonderen Wert auf empirische Beobachtungen der letzten Jahre und diskutiert, inwieweit diese mathematisch verstanden sind. Das Buch ist mathematisch anspruchsvoll und behandelt moderne Verfahren des Machine Learning sowie deren empirische Eigenschaften. Es thematisiert auch die Verwendung von Datensätzen als Benchmarks und potenzielle negative Aspekte von Machine Learning. [Extracted from the article]

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