2016 Summer Seminar for Machine learning

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2016年7月18日 (一) 09:32Fengyang讨论 | 贡献的版本

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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