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020 _a9783319116624
_9978-3-319-11662-4
024 7 _a10.1007/978-3-319-11662-4
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
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082 0 4 _a006.3
_223
245 1 0 _aAlgorithmic Learning Theory
_h[electronic resource] :
_b25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings /
_cedited by Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles.
250 _a1st ed. 2014.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXVIII, 351 p. 22 illus.
_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 ;
_v8776
505 0 _aInductive Inference -- Exact Learning from Queries -- Reinforcement Learning -- Online Learning and Learning with Bandit Information -- Statistical Learning Theory -- Privacy, Clustering, MDL, and Kolmogorov Complexity.
520 _aThis book constitutes the proceedings of the 25th International Conference on Algorithmic Learning Theory, ALT 2014, held in Bled, Slovenia, in October 2014, and co-located with the 17th International Conference on Discovery Science, DS 2014. The 21 papers presented in this volume were carefully reviewed and selected from 50 submissions. In addition the book contains 4 full papers summarizing the invited talks. The papers are organized in topical sections named: inductive inference; exact learning from queries; reinforcement learning; online learning and learning with bandit information; statistical learning theory; privacy, clustering, MDL, and Kolmogorov complexity.
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 _aAuer, Peter.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aClark, Alexander.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aZeugmann, Thomas.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aZilles, Sandra.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319116617
776 0 8 _iPrinted edition:
_z9783319116631
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v8776
856 4 0 _uhttps://doi.org/10.1007/978-3-319-11662-4
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