000			01065nam a2200193 4500
020			_a9780521763912 (hardback)
020			_a0521763916 (hardback)
082	0	0	_a006.3 1 _bSAI/P
100	1		_aSaitta, L.
245	1	0	_aPhase transitions in machine learning /
260			_aCambridge ; _aNew York : _bCambridge University Press, _c2011.
300			_axv, 383 p. : _bill. ;
520			_a"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"--
650		0	_aMachine learning.
650		0	_aPhase transformations (Statistical physics)
700	1		_aGiordana, Attilio.
700	1		_aCornuejols, Antoine.
942			_cBK
999			_c33908 _d33908