Chapter 1  
Introduction  

Chapter 2  
Possibility and Impossibility of Semi-Supervised Learning  

Chapter 3  
Learning without Assumptions  

Chapter 4  
Learning under Weak Assumptions  

Chapter 5  
Learning under Strong Assumptions  

Chapter 6  
Learning in the Transductive Setting  

Chapter 7  
Discussion and Conclusion  