Phase Transitions in Machine Learning
Antoine Cornuejols, Attilio (Universita degli Studi del Piemonte Orientale Amedeo Avogadro) Giordana, Lorenza (Universita degli Studi del Piemonte Orientale Amedeo Avogadro) Saitta
Cambridge University Press, 2011
143,95 €On orderDelivery: 2-3 weeks
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.
- ISBN-13
- 9780521763912
- ISBN-10
- 0521763916
- Publisher
- Cambridge University Press
- Year
- 2011
- Publication date
- 2011-06-16
- Pages
- 410
- Dimensions
- 248x265x30
- Weight
- 11