Phase Transitions in Machine Learning - Hardcover

Lorenza Saitta, Attilio Giordana, Antoine Cornuéjols

Hardcover

ISBN 10: 0521763916 ISBN 13: 9780521763912

Verlag: Cambridge University Press, 2011

Inhaltsangabe

"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"--

Über diesen Titel

Über die Autorin bzw. den 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.

Details zur Ausgabe

• Verlag: Cambridge University Press
• Erscheinungsdatum: 2011
• Sprache: Englisch
• ISBN 10: 0521763916
• ISBN 13: 9780521763912
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 416
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Avery; https://www.avery.fr/; ; chemin des peupliers 27; Dardilly; Frankreich