Learning Theory - Lecture Notes in Computer Science
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Published By Springer Berlin Heidelberg

9783540222828, 9783540278191

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Learning Over Compact Metric Spaces

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_17 ◽

2004 ◽

pp. 239-254 ◽

Author(s):

H. Quang Minh ◽

Thomas Hofmann

Keyword(s):

Metric Spaces ◽

Compact Metric Spaces

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An Improved VC Dimension Bound for Sparse Polynomials

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_27 ◽

2004 ◽

pp. 393-407

Author(s):

Michael Schmitt

Keyword(s):

Vc Dimension ◽

Sparse Polynomials

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On the Convergence of MDL Density Estimation

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_22 ◽

2004 ◽

pp. 315-330 ◽

Author(s):

Tong Zhang

Keyword(s):

Density Estimation

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Regret Bounds for Hierarchical Classification with Linear-Threshold Functions

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_7 ◽

2004 ◽

pp. 93-108 ◽

Author(s):

Nicolò Cesa-Bianchi ◽

Alex Conconi ◽

Claudio Gentile

Keyword(s):

Hierarchical Classification ◽

Threshold Functions ◽

Linear Threshold Functions ◽

Linear Threshold ◽

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The Budgeted Multi-armed Bandit Problem

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_46 ◽

2004 ◽

pp. 643-645 ◽

Author(s):

Omid Madani ◽

Daniel J. Lizotte ◽

Russell Greiner

Keyword(s):

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Learning a Hidden Graph Using O(log n) Queries Per Edge

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_15 ◽

2004 ◽

pp. 210-223 ◽

Author(s):

Dana Angluin ◽

Jiang Chen

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Polynomial Time Prediction Strategy with Almost Optimal Mistake Probability

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_5 ◽

2004 ◽

pp. 64-76

Author(s):

Nader H. Bshouty

Keyword(s):

Polynomial Time ◽

Time Prediction ◽

Prediction Strategy

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Perceptron-Like Performance for Intersections of Halfspaces

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_44 ◽

2004 ◽

pp. 639-640

Author(s):

Adam R. Klivans ◽

Rocco A. Servedio

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Deterministic Calibration and Nash Equilibrium

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_3 ◽

2004 ◽

pp. 33-48 ◽

Author(s):

Sham M. Kakade ◽

Dean P. Foster

Keyword(s):

Nash Equilibrium

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Statistical Properties of Kernel Principal Component Analysis

Learning Theory - Lecture Notes in Computer Science ◽

10.1007/978-3-540-27819-1_41 ◽

2004 ◽

pp. 594-608 ◽

Author(s):

Laurent Zwald ◽

Olivier Bousquet ◽

Gilles Blanchard

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Statistical Properties ◽

Kernel Principal Component Analysis

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