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The Resource Algorithmic Learning Theory : 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings, edited by Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles, (electronic resource)

Algorithmic Learning Theory : 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings, edited by Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles, (electronic resource)

Label
Algorithmic Learning Theory : 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings
Title
Algorithmic Learning Theory
Title remainder
25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings
Statement of responsibility
edited by Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles
Creator
Contributor
Subject
Language
eng
Summary
  • This 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
  • This 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
Member of
Is part of
http://library.link/vocab/creatorName
Auer, Peter
Dewey number
006.3
LC call number
  • Q334-342
  • TJ210.2-211.495
http://library.link/vocab/relatedWorkOrContributorName
  • Clark, Alexander
  • Zeugmann, Thomas
  • Zilles, Sandra
  • SpringerLink (Online service)
Series statement
Lecture Notes in Computer Science,
Series volume
8776
http://library.link/vocab/subjectName
  • Computer science
  • Information theory
  • Data mining
  • Artificial intelligence
  • Optical pattern recognition
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Theory of Computation
  • Data Mining and Knowledge Discovery
  • Pattern Recognition
Label
Algorithmic Learning Theory : 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings, edited by Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles, (electronic resource)
Instantiates
Publication
Contents
  • Inductive Inference -- Exact Learning from Queries -- Reinforcement Learning -- Online Learning and Learning with Bandit Information -- Statistical Learning Theory -- Privacy, Clustering, MDL, and Kolmogorov Complexity
  • Inductive Inference -- Exact Learning from Queries -- Reinforcement Learning -- Online Learning and Learning with Bandit Information -- Statistical Learning Theory -- Privacy, Clustering, MDL, and Kolmogorov Complexity
Control code
OCM1bookssj0001372527
Dimensions
unknown
Isbn
9783319116624
Other control number
10.1007/978-3-319-11662-4
Specific material designation
remote
System control number
(WaSeSS)bookssj0001372527
Label
Algorithmic Learning Theory : 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014. Proceedings, edited by Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles, (electronic resource)
Publication
Contents
  • Inductive Inference -- Exact Learning from Queries -- Reinforcement Learning -- Online Learning and Learning with Bandit Information -- Statistical Learning Theory -- Privacy, Clustering, MDL, and Kolmogorov Complexity
  • Inductive Inference -- Exact Learning from Queries -- Reinforcement Learning -- Online Learning and Learning with Bandit Information -- Statistical Learning Theory -- Privacy, Clustering, MDL, and Kolmogorov Complexity
Control code
OCM1bookssj0001372527
Dimensions
unknown
Isbn
9783319116624
Other control number
10.1007/978-3-319-11662-4
Specific material designation
remote
System control number
(WaSeSS)bookssj0001372527

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