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020 _a9783319116624
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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
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072 7 _aUYQ
_2thema
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
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_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.
_93407
650 0 _aComputer science.
_99832
650 0 _aData mining.
_93907
650 0 _aPattern recognition systems.
_93953
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aTheory of Computation.
_9140273
650 2 4 _aData Mining and Knowledge Discovery.
_9140274
650 2 4 _aAutomated Pattern Recognition.
_931568
700 1 _aAuer, Peter.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_9140275
700 1 _aClark, Alexander.
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700 1 _aZeugmann, Thomas.
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_9140277
700 1 _aZilles, Sandra.
_eeditor.
_4edt
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_9140278
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783319116631
830 0 _aLecture Notes in Artificial Intelligence,
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856 4 0 _uhttps://doi.org/10.1007/978-3-319-11662-4
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