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020			_a9783319244860 _9978-3-319-24486-0
024	7		_a10.1007/978-3-319-24486-0 _2doi
050		4	_aQ334-342
050		4	_aTJ210.2-211.495
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082	0	4	_a006.3 _223
245	1	0	_aAlgorithmic Learning Theory _h[electronic resource] : _b26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings / _cedited by Kamalika Chaudhuri, CLAUDIO GENTILE, Sandra Zilles.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015.
300			_aXVII, 395 p. 26 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aLecture Notes in Computer Science, _x0302-9743 ; _v9355
505	0		_aInductive inference -- Learning from queries, teaching complexity -- Computational learning theory and algorithms -- Statistical learning theory and sample complexity -- Online learning -- Stochastic optimization -- Kolmogorov complexity, algorithmic information theory.
520			_aThis book constitutes the proceedings of the 26th International Conference on Algorithmic Learning Theory, ALT 2015, held in Banff, AB, Canada, in October 2015, and co-located with the 18th International Conference on Discovery Science, DS 2015. The 23 full papers presented in this volume were carefully reviewed and selected from 44 submissions. In addition the book contains 2 full papers summarizing the invited talks and 2 abstracts of invited talks. The papers are organized in topical sections named: inductive inference; learning from queries, teaching complexity; computational learning theory and algorithms; statistical learning theory and sample complexity; online learning, stochastic optimization; and Kolmogorov complexity, algorithmic information theory.
650		0	_aComputer science.
650		0	_aComputers.
650		0	_aData mining.
650		0	_aArtificial intelligence.
650		0	_aPattern recognition.
650	1	4	_aComputer Science.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aTheory of Computation.
650	2	4	_aData Mining and Knowledge Discovery.
650	2	4	_aPattern Recognition.
700	1		_aChaudhuri, Kamalika. _eeditor.
700	1		_aGENTILE, CLAUDIO. _eeditor.
700	1		_aZilles, Sandra. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319244853
830		0	_aLecture Notes in Computer Science, _x0302-9743 ; _v9355
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-24486-0
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