“2016 Summer Seminar for Machine learning”版本间的差异

来自cslt Wiki
跳转至: 导航搜索
第12行: 第12行:
 
| 2016/07/08    ||Dong Wang  || Neural networks || Jiyuan Zhang || [http://wangd.cslt.org/talks/seminar/2016-sum-ml/chpt3.%20Neural%20Network.pptx slides]  
 
| 2016/07/08    ||Dong Wang  || Neural networks || Jiyuan Zhang || [http://wangd.cslt.org/talks/seminar/2016-sum-ml/chpt3.%20Neural%20Network.pptx slides]  
 
|-
 
|-
| 2016/07/11    ||Dong Wang  || Deep learning (1)|| Caixia Wang, Zhiyuan Tang || [http://wangd.cslt.org/talks/seminar/2016-sum-ml/chpt4.%20Deep%20learning-1.pptx slides]  [http://www.iro.umontreal.ca/~bengioy/talks/DL-Tutorial-NIPS2015.pdf NIPS 2015 tutorial]
+
| 2016/07/11    ||Dong Wang  || Deep learning (1)|| Caixia Wang Zhiyuan Tang || [http://wangd.cslt.org/talks/seminar/2016-sum-ml/chpt4.%20Deep%20learning-1.pptx slides]  [http://www.iro.umontreal.ca/~bengioy/talks/DL-Tutorial-NIPS2015.pdf NIPS 2015 tutorial]
 
|-
 
|-
| 2016/07/12  ||Dong Wang  || Deep learning (2)|| Caixia Wang, Zhiyuan Tang || [http://wangd.cslt.org/talks/seminar/2016-sum-ml/chpt5.%20Deep%20learning-2.pptx slides] [http://www.icassp2016.org/SP16_PlenaryDeng_Slides.pdf Li Deng's ICASSP16 keynote]
+
| 2016/07/12  ||Dong Wang  || Deep learning (2)|| Caixia Wang Zhiyuan Tang || [http://wangd.cslt.org/talks/seminar/2016-sum-ml/chpt5.%20Deep%20learning-2.pptx slides] [http://www.icassp2016.org/SP16_PlenaryDeng_Slides.pdf Li Deng's ICASSP16 keynote]
 
|-
 
|-
 
| 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]

2016年7月14日 (四) 03:07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 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
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