Robust Representation for Data Analytics

1. Introduction
Sheng Li, Yun Fu

Part I. Robust Representation Models

2. Fundamentals of Robust Representations
Sheng Li, Yun Fu

3. Robust Graph Construction
Sheng Li, Yun Fu

4. Robust Subspace Learning
Sheng Li, Yun Fu

5. Robust Multi-view Subspace Learning
Sheng Li, Yun Fu

6. Robust Dictionary Learning
Sheng Li, Yun Fu

Part II. Applications

7. Robust Representations for Collaborative Filtering
Sheng Li, Yun Fu

8. Robust Representations for Response Prediction
Sheng Li, Yun Fu

9. Robust Representations for Outlier Detection
Sheng Li, Yun Fu

10. Robust Representations for Person Re-identification
Sheng Li, Yun Fu

Keywords: Computer Science, Data Mining and Knowledge Discovery, Artificial Intelligence (incl. Robotics), Pattern Recognition, Image Processing and Computer Vision