Empirical Inference
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23

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Published By Springer Berlin Heidelberg

9783642411359, 9783642411366

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

On Learnability, Complexity and Stability

Empirical Inference ◽

10.1007/978-3-642-41136-6_7 ◽

2013 ◽

pp. 59-69

Author(s):

Silvia Villa ◽

Lorenzo Rosasco ◽

Tomaso Poggio

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On the Relations and Differences Between Popper Dimension, Exclusion Dimension and VC-Dimension

Empirical Inference ◽

10.1007/978-3-642-41136-6_6 ◽

2013 ◽

pp. 53-57

Author(s):

Yevgeny Seldin ◽

Bernhard Schölkopf

Keyword(s):

Vc Dimension

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The Median Hypothesis

Empirical Inference ◽

10.1007/978-3-642-41136-6_15 ◽

2013 ◽

pp. 161-175

Author(s):

Ran Gilad-Bachrach ◽

Chris J. C. Burges

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Kernel Ridge Regression

Empirical Inference ◽

10.1007/978-3-642-41136-6_11 ◽

2013 ◽

pp. 105-116 ◽

Cited By ~ 37

Author(s):

Vladimir Vovk

Keyword(s):

Ridge Regression ◽

Kernel Ridge Regression

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On Sparsity Inducing Regularization Methods for Machine Learning

Empirical Inference ◽

10.1007/978-3-642-41136-6_18 ◽

2013 ◽

pp. 205-216 ◽

Cited By ~ 2

Author(s):

Andreas Argyriou ◽

Luca Baldassarre ◽

Charles A. Micchelli ◽

Massimiliano Pontil

Keyword(s):

Machine Learning ◽

Regularization Methods

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In Hindsight: Doklady Akademii Nauk SSSR, 181(4), 1968

Empirical Inference ◽

10.1007/978-3-642-41136-6_1 ◽

2013 ◽

pp. 3-5

Author(s):

Léon Bottou

Keyword(s):

Nauk Sssr ◽

Akademii Nauk Sssr ◽

Doklady Akademii Nauk Sssr

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On the Uniform Convergence of the Frequencies of Occurrence of Events to Their Probabilities

Empirical Inference ◽

10.1007/978-3-642-41136-6_2 ◽

2013 ◽

pp. 7-12 ◽

Cited By ~ 2

Author(s):

Vladimir N. Vapnik ◽

Alexey Ya. Chervonenkis

Keyword(s):

Uniform Convergence

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Explaining AdaBoost

Empirical Inference ◽

10.1007/978-3-642-41136-6_5 ◽

2013 ◽

pp. 37-52 ◽

Cited By ~ 96

Author(s):

Robert E. Schapire

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Sharp Oracle Inequalities in Low Rank Estimation

Empirical Inference ◽

10.1007/978-3-642-41136-6_19 ◽

2013 ◽

pp. 217-230

Author(s):

Vladimir Koltchinskii

Keyword(s):

Low Rank ◽

Oracle Inequalities ◽

Rank Estimation

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Some Remarks on the Statistical Analysis of SVMs and Related Methods

Empirical Inference ◽

10.1007/978-3-642-41136-6_4 ◽

2013 ◽

pp. 25-36 ◽

Cited By ~ 1

Author(s):

Ingo Steinwart

Keyword(s):

Statistical Analysis

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