Optimization and New Loss in Deep Learning
| Index | Papers | Our Slides |
|---|---|---|
| 1 | Review on Semi-Supervised Learning | Zhe Survey |
| 2 | Review on Generative Adversarial Networks | Zhe Survey |
| 3 | Information theory in deep learning | Zhe Survey |
| 4 | Lagrange Optimization | Zhe Survey |
| 5 | Deep Learning and Information Theory, and Graph Neural Network | Derrick Survey |
| 6 | Loss Functions for Deep Structured Models | Jack Survey |
| 7 | Group Sparsity and Optimization | Zhe Survey |