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Cover image for Algorithmic Learning Theory 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings
Title:
Algorithmic Learning Theory 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings
Author:
Chaudhuri, Kamalika. editor.
ISBN:
9783319244860
Edition:
1st ed. 2015.
Physical Description:
XVII, 395 p. 26 illus. in color. online resource.
Series:
Lecture Notes in Artificial Intelligence, 9355
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.
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