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001 978-3-319-11662-4
003 DE-He213
005 20200421112543.0
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008 141001s2014 gw | s |||| 0|eng d
020 _a9783319116624
_9978-3-319-11662-4
024 7 _a10.1007/978-3-319-11662-4
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
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.
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 Computer Science,
_x0302-9743 ;
_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 _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 _aAuer, Peter.
_eeditor.
700 1 _aClark, Alexander.
_eeditor.
700 1 _aZeugmann, Thomas.
_eeditor.
700 1 _aZilles, Sandra.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319116617
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v8776
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-11662-4
912 _aZDB-2-SCS
912 _aZDB-2-LNC
942 _cEBK
999 _c58374
_d58374