Advances in Domain Adaption Theory
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9781785482366
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Impossibility Theorems for Domain Adaptation

2019 ◽  
pp. 59-73
Author(s):  
Ievgen Redko ◽  
Amaury Habrard ◽  
Emilie Morvant ◽  
Marc Sebban ◽  
Younès Bennani
Keyword(s):  
Domain Adaptation

Iterative Domain Adaptation Methods

2019 ◽  
pp. 121-133
Author(s):  
Ievgen Redko ◽  
Amaury Habrard ◽  
Emilie Morvant ◽  
Marc Sebban ◽  
Younès Bennani
Keyword(s):  
Domain Adaptation

Generalization Bounds with Integral Probability Metrics

2019 ◽  
pp. 75-92
Author(s):  
Ievgen Redko ◽  
Amaury Habrard ◽  
Emilie Morvant ◽  
Marc Sebban ◽  
Younès Bennani
Keyword(s):  
Probability Metrics ◽  
Generalization Bounds ◽  
Integral Probability

Domain Adaptation Theory Based on Algorithmic Properties

2019 ◽  
pp. 105-120
Author(s):  
Ievgen Redko ◽  
Amaury Habrard ◽  
Emilie Morvant ◽  
Marc Sebban ◽  
Younès Bennani
Keyword(s):  
Domain Adaptation ◽  
Adaptation Theory

Domain Adaptation Problem

2019 ◽  
pp. 21-36
Author(s):  
Ievgen Redko ◽  
Amaury Habrard ◽  
Emilie Morvant ◽  
Marc Sebban ◽  
Younès Bennani
Keyword(s):  
Domain Adaptation

Introduction

2019 ◽  
pp. xiii-xvii
Author(s):  
Ievgen Redko ◽  
Amaury Habrard ◽  
Emilie Morvant ◽  
Marc Sebban ◽  
Younès Bennani
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