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024 7 _a10.1007/978-3-319-24486-0
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050 4 _aTA347.A78
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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.
250 _a1st ed. 2015.
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 Artificial Intelligence,
_x2945-9141 ;
_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 _aArtificial intelligence.
650 0 _aComputer science.
650 0 _aData mining.
650 0 _aPattern recognition systems.
650 1 4 _aArtificial Intelligence.
650 2 4 _aTheory of Computation.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aAutomated Pattern Recognition.
700 1 _aChaudhuri, Kamalika.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aGENTILE, CLAUDIO.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aZilles, Sandra.
_eeditor.
_4edt
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319244853
776 0 8 _iPrinted edition:
_z9783319244877
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v9355
856 4 0 _uhttps://doi.org/10.1007/978-3-319-24486-0
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