Understanding Machine Learning
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Published By Cambridge University Press

9781107298019
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Learning via Uniform Convergence

2014 ◽  
pp. 31-35
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Uniform Convergence

Linear Algebra

2014 ◽  
pp. 380-384
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Linear Algebra

A Gentle Start

2014 ◽  
pp. 13-21
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David

Decision Trees

2014 ◽  
pp. 212-218 ◽  
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Decision Trees

Neural Networks

2014 ◽  
pp. 228-242
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Neural Networks

Stochastic Gradient Descent

2014 ◽  
pp. 150-166 ◽  
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Gradient Descent ◽  
Stochastic Gradient ◽  
Stochastic Gradient Descent

The VC-Dimension

2014 ◽  
pp. 43-57
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Vc Dimension

A Formal Learning Model

2014 ◽  
pp. 22-30
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Learning Model ◽  
Formal Learning

Feature Selection and Generation

2014 ◽  
pp. 309-322
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Feature Selection

Online Learning

2014 ◽  
pp. 245-263 ◽  
Author(s):  
Shai Shalev-Shwartz ◽  
Shai Ben-David
Keyword(s):  
Online Learning
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