2016 Summer Seminar for Machine learning
来自cslt Wiki
- Location: FIT-1-304
| Date | Speaker | Title | Owner | Materials |
|---|---|---|---|---|
| 2016/07/04 | Dong Wang | Machine learning overview | slidesvideo(part 2)Algebra review probability review Gaussian distributionLearning theory | |
| 2016/07/05 | Dong Wang | Linear models | Aodong Li | slides NG's lecture 1 NG's lecture 2 |
| 2016/07/08 | Dong Wang | Neural networks | Jiyuan Zhang | slides |
| 2016/07/11 | Dong Wang | Deep learning (1) | Caixia Wang Zhiyuan Tang | slides NIPS 2015 tutorial |
| 2016/07/12 | Dong Wang | Deep learning (2) | Caixia Wang Zhiyuan Tang | slides Li Deng's ICASSP16 keynote |
| 2016/07/13 | Caixia Wang | Kernel methods | Ziwei Bai | slides Kernel method book pattern recognition 6-7 |
| 2016/07/ | Yang Feng | Graphical model: Bayesian approach | Jingyi Lin | |
| 2016/07/ | Yang Feng | Graphical model: Random field | Ying Shi | |
| 2016/07/ | Dong Wang | Unsupervised learning | ||
| 2016/07/ | Dong Wang | Non parametric models | Gaussian process | |
| 2016/07/ | Dong Wang | Reinforcement learning | ||
| 2016/07/ | Maoning Wang | Evolutionary learning | ||
| 2016/07/ | Dong Wang | Optimization | Convex optimization I Convex optimization II |
