Learning Theory
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Published By Cambridge University Press

9780511618796, 9780521865593
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

The framework of learning

2010 ◽  
pp. 1-16
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou

Logarithmic decay of the approximation error

2010 ◽  
pp. 109-126
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou
Keyword(s):  
Approximation Error ◽  
Logarithmic Decay

Least squares regularization

2010 ◽  
pp. 134-156
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou
Keyword(s):  
Least Squares

General regularized classifiers

2010 ◽  
pp. 187-213
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou

Foreword

2010 ◽  
pp. ix-x
Author(s):  
Stephen Smale ◽  
Felipe Cucker ◽  
Ding Xuan Zhou

Estimating the sample error

2010 ◽  
pp. 37-53
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou
Keyword(s):  
Sample Error

Basic hypothesis spaces

2010 ◽  
pp. 17-36
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou
Keyword(s):  
Basic Hypothesis

Polynomial decay of the approximation error

2010 ◽  
pp. 54-71
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou
Keyword(s):  
Approximation Error ◽  
Polynomial Decay

Preface

2010 ◽  
pp. xi-xii
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou

Estimating covering numbers

2010 ◽  
pp. 72-108
Author(s):  
Felipe Cucker ◽  
Ding Xuan Zhou
Keyword(s):  
Covering Numbers
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