Phase Transitions in Machine Learning - Rilegato

Saitta, Lorenza; Giordana, Attilio; Cornuejols, Antoine

Rilegato

ISBN 10: 0521763916 ISBN 13: 9780521763912

Casa editrice: Cambridge Univ Pr, 2011

Riassunto

"Phase transitions typically occur in combinatorial computational problems and have important consequences, especially with the current spread of statistical relational learning and as sequence learning methodologies. In Phase Transitions in Machine Learning the authors begin by describing in detail this phenomenon and the extensive experimental investigation that supports its presence. They then turn their attention to the possible implications and explore appropriate methods for tackling them"--

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Informazioni sugli autori

Antoine Cornuéjols 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.

Dettagli dell'edizione

• Editore: Cambridge Univ Pr
• Data di pubblicazione: 2011
• Lingua: Inglese
• ISBN 10: 0521763916
• ISBN 13: 9780521763912
• Rilegatura: Copertina rigida
• Numero di pagine: 383
• Contatto del produttore: non disponibile
• Persona responsabile: Avery; https://www.avery.fr/; ; chemin des peupliers 27; Dardilly; Francia