Dual Learning (Paperback)

Chapter 1. Introduction.- Chapter 2. Machine Learning Basics.- Chapter 3. Deep Learning Basics.- Chapter 4.  Dual Learning for Machine Translation and Beyond.- Chapter 5. Dual Learning for Image Translation and Beyond.- Chapter 6. Dual Learning for Speech Processing and Beyond.- Chapter 7. Dual Supervised Learning.- Chapter 8. Dual Inference. Chapter 9. Marginal Probability based Dual Semi-supervised Learning.- Chapter 10. Understanding Dual Reconstruction.- Chapter 11. Connections to Other Learning Paradigms.- Chapter 12. Summary and Outlook.