# 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 |