Coverart for item
The Resource Algorithmic learning theory : 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings, edited by Kamalika Chaudhuri, Claudio Gentile, Sandra Zilles, (electronic book)

Algorithmic learning theory : 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings, edited by Kamalika Chaudhuri, Claudio Gentile, Sandra Zilles, (electronic book)

Label
Algorithmic learning theory : 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings
Title
Algorithmic learning theory
Title remainder
26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings
Statement of responsibility
edited by Kamalika Chaudhuri, Claudio Gentile, Sandra Zilles
Creator
Contributor
Editor
Subject
Genre
Language
eng
Summary
This 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
Member of
Cataloging source
NUI
Dewey number
006.3
Illustrations
illustrations
Image bit depth
0
Index
no index present
LC call number
  • Q334
  • Q334-342
  • TJ210.2-211.495
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2015
http://bibfra.me/vocab/lite/meetingName
ALT (Conference)
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
1976-
http://library.link/vocab/relatedWorkOrContributorName
  • Chaudhuri, Kamalika
  • Gentile, Claudio
  • Zilles, Sandra
Series statement
  • Lecture Notes in Computer Science,
  • Lecture notes in artificial intelligence
  • LNCS sublibrary. SL 7, Artificial intelligence
Series volume
9355
http://library.link/vocab/subjectName
  • Computer algorithms
  • Machine learning
  • Computer science
  • Computers
  • Data mining
  • Artificial intelligence
  • Pattern perception
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Theory of Computation
  • Data Mining and Knowledge Discovery
  • Pattern Recognition
Label
Algorithmic learning theory : 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings, edited by Kamalika Chaudhuri, Claudio Gentile, Sandra Zilles, (electronic book)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Inductive 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
Control code
SPR932169295
Dimensions
unknown
Extent
1 online resource (xvii, 395 p.)
File format
multiple file formats
Form of item
online
Isbn
9783319244860
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-24486-0
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Label
Algorithmic learning theory : 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings, edited by Kamalika Chaudhuri, Claudio Gentile, Sandra Zilles, (electronic book)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Inductive 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
Control code
SPR932169295
Dimensions
unknown
Extent
1 online resource (xvii, 395 p.)
File format
multiple file formats
Form of item
online
Isbn
9783319244860
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-24486-0
Other physical details
ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote

Library Locations

Processing Feedback ...