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) | Zhiyuan Caixia | slides NIPS 2015 tutorial |
2016/07/12 | Dong Wang | Deep learning (2) | Zhiyuan Caixia | slides Li Deng's ICASSP16 keynote |
2016/07/13 | Caixia Wang | Kernel methods | Ziwei Bai | slides Kernel method book pattern recognition 6-7 |
2016/07/18 | Yang Feng | Graphical model: Bayesian approach | Jingyi Lin | |
2016/07/19 | Yang Feng | Graphical model: Random field | Ying Shi | |
2016/07/21 | Dong Wang | Unsupervised learning | Zhiyong Zhang | |
2016/07/22 | Dong Wang | Non parametric models | Maoning Wang | Gaussian process |
2016/07/25 | Dong Wang | Reinforcement learning | Chao Xing | |
2016/07/26 | Maoning Wang | Evolutionary learning | ||
2016/07/27 | Dong Wang | Optimization | Convex optimization I Convex optimization II |