“2016 Summer Seminar for Machine learning”版本间的差异
来自cslt Wiki
| 第18行： | 第18行： | ||
| 2016/07/13 ||Caixia Wang || Kernel methods || Ziwei Bai || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/0/07/KM1.pdf slides] [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/b/b5/Kernel_Methods_for_Pattern_Analysis.pdf Kernel method book] [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/95/Pattern_Recognition_and_Machine_Learning.pdf pattern recognition 6-7] | | 2016/07/13 ||Caixia Wang || Kernel methods || Ziwei Bai || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/0/07/KM1.pdf slides] [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/b/b5/Kernel_Methods_for_Pattern_Analysis.pdf Kernel method book] [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/9/95/Pattern_Recognition_and_Machine_Learning.pdf pattern recognition 6-7] | ||
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| − | | 2016/07/18 ||Yang Feng || Graphical model: Bayesian approach || Jingyi Lin || | + | | 2016/07/18 ||Yang Feng || Graphical model: Bayesian approach || Jingyi Lin || [http://cslt.riit.tsinghua.edu.cn/mediawiki/images/d/dd/Chpt7._Graphical_models-bayesian_approach.pdf slides] |
|- | |- | ||
| 2016/07/19 ||Yang Feng || Graphical model: Random field || Ying Shi || | | 2016/07/19 ||Yang Feng || Graphical model: Random field || Ying Shi || | ||
2016年7月18日 (一) 09:32的版本
- 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 | 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 | slides |
| 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 | Aiting Liu | Convex optimization I Convex optimization II |
