Phase Transitions in Machine Learning Hardback - Tapa dura

Saitta; Giordana; Cornuéjols

 
9780521763912: Phase Transitions in Machine Learning Hardback

Sinopsis

This state-of-the-art overview describes how phase transitions occur and teaches appropriate methods for tackling the consequent problems. Weaving together fundamental aspects of computer science, statistical physics and machine learning, it provides sufficient mathematics and physics background to make the subject intelligible to researchers in AI and other computer science communities.

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Acerca del autor

Antoine Cornuejols is Full Professor of Computer Science at the AgroParisTech Engineering School in Paris. Attilio Giordana is Full Professor of Computer Science at the University of Piemonte Orientale in Italy. Lorenza Saitta is a Full Professor of Computer Science at the University of Piemonte Orientale in Italy.

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