Lecture Notes in Computer Science - Algorithmic Learning Theory
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24

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Published By Springer International Publishing

9783319463780, 9783319463797

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Competitive Portfolio Selection Using Stochastic Predictions

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_20 ◽

2016 ◽

pp. 288-302

Author(s):

Tuğkan Batu ◽

Pongphat Taptagaporn

Keyword(s):

Portfolio Selection

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A Vector-Contraction Inequality for Rademacher Complexities

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_1 ◽

2016 ◽

pp. 3-17 ◽

Author(s):

Andreas Maurer

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Localization of VC Classes: Beyond Local Rademacher Complexities

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_2 ◽

2016 ◽

pp. 18-33

Author(s):

Nikita Zhivotovskiy ◽

Steve Hanneke

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The Maximum Cosine Framework for Deriving Perceptron Based Linear Classifiers

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_14 ◽

2016 ◽

pp. 207-222

Author(s):

Nader H. Bshouty ◽

Catherine A. Haddad-Zaknoon

Keyword(s):

Linear Classifiers

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Finding Meaningful Cluster Structure Amidst Background Noise

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_23 ◽

2016 ◽

pp. 339-354 ◽

Author(s):

Shrinu Kushagra ◽

Samira Samadi ◽

Shai Ben-David

Keyword(s):

Background Noise ◽

Cluster Structure

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Things Bayes Can’t Do

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_17 ◽

2016 ◽

pp. 253-260 ◽

Author(s):

Daniil Ryabko

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Learning with Rejection

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_5 ◽

2016 ◽

pp. 67-82 ◽

Author(s):

Corinna Cortes ◽

Giulia DeSalvo ◽

Mehryar Mohri

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Q( $$\lambda $$ ) with Off-Policy Corrections

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_21 ◽

2016 ◽

pp. 305-320 ◽

Author(s):

Anna Harutyunyan ◽

Marc G. Bellemare ◽

Tom Stepleton ◽

Rémi Munos

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On Version Space Compression

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_4 ◽

2016 ◽

pp. 50-64

Author(s):

Shai Ben-David ◽

Ruth Urner

Keyword(s):

Version Space ◽

Space Compression

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Learning Pattern Languages over Groups

Lecture Notes in Computer Science - Algorithmic Learning Theory ◽

10.1007/978-3-319-46379-7_13 ◽

2016 ◽

pp. 189-203 ◽

Author(s):

Rupert Hölzl ◽

Sanjay Jain ◽

Frank Stephan

Keyword(s):

Pattern Languages ◽

Learning Pattern

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