Phase Transitions in Machine Learning

Author:

Saitta Lorenza,Sebag Michele

Publisher

Springer US

Reference27 articles.

1. Ales Bianchetti J, Rouveirol C, Sebag M (2002) Constraint-based learning of long relational concepts. In: Sammut C (ed) Proceedings of international conference on machine learning, ICML’02. Morgan Kauffman, San Francisco, pp 35–42

2. Alphonse E, Osmani A (2008) On the connection between the phase transition of the covering test and the learning success rate. Mach Learn 70(2–3):135–150

3. Baskiotis N, Sebag M (2004) C4.5 competence map: a phase transition-inspired approach. In: Proceedings of international conference on machine learning. Morgan Kaufman, Banff, pp 73–80

4. Botta M, Giordana A, Saitta L (1999) An experimental study of phase transitions in matching. In: Proceedings of the 16th international joint conference on artificial intelligence, Stockholm, pp 1198–1203

5. Botta M, Giordana A, Saitta L, Sebag M (2003) Relational learning as search in a critical region. J Mach Learn Res 4:431–463

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