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 Lantian | slidesvideo(part 1) video(part 2) NG's lecture 1 NG's lecture 2 |
| 2016/07/08 | Dong Wang | Neural networks | Jiyuan Zhang | slides video(part 1) video(part 2) |
| 2016/07/11 | Dong Wang | Deep learning (1) | Zhiyuan Caixia | slides video(part 1) video(part 2) NIPS 2015 tutorial |
| 2016/07/12 | Dong Wang | Deep learning (2) | Zhiyuan Caixia | slides video(part 1) video(part 2) Li Deng's ICASSP16 keynote |
| 2016/07/13 | Caixia Wang | Kernel methods | Ziwei Bai | slides video Kernel method book pattern recognition 6-7 |
| 2016/07/18 | Yang Feng | Graphical model: Basic concept | Jingyi Lin | slides video |
| 2016/07/21 | Dong Wang | Graphical model: Training and inference | Ying Shi | slidesYang's slides |
| 2016/07/25 | Dong Wang | Unsupervised learning | Zhiyong Zhang | |
| 2016/07/26 | Dong Wang | Non parametric models | Maoning Wang | Gaussian process |
| 2016/07/27 | Dong Wang | Reinforcement learning | Chao Xing | |
| 2016/07/28 | Maoning Wang | Evolutionary learning | ||
| 2016/07/29 | Dong Wang | Optimization | Aiting Liu | Convex optimization I Convex optimization II |
