===Schedule=== [[reading::reference_material| List of reference materials...]] ^Reading ^Week ^Discussion Leader ^Topic ^ |3 |7/2-7/8 |Xiangxiang |SVM | |4,5 |7/9-7/15 |Min |Learning Theory, Regularization, Model Selection| |6,7a |7/16-7/22 |Jing |Perceptron, Unsupervised Learning,k-means| |7b,8 |7/23-7/29 |Jialin |Gaussian Mixture, EM| |9 |7/30-8/5 |Xinyu |Factor Analysis| |10,11 |8/6-8/12 |Yang |PCA, ICA| |12 |8/13-8/19 |Yajie |Reinforcement Learning| ^Reading ^Week ^Discussion Leader ^Topic ^ |6.1-3|8/20-8/26|Lichen |Deep forward network I | |6.4-6|8/27-8/2|Jialin |Deep forward network II| |7.1-7.7|9/3-9/9 |Lu |Regularization for Deep Learning I| |7.8-7.14|9/10-9/16 |Yang |Regularization for Deep Learning II| |8.1-8.3|9/17-9/23 |Fei |Optimization for Training Deep Models I| |8.4-8.7|10/9-10/13 |Yajie|Optimization for Training Deep Models II| |9.1-9.5|10/16-10/20 |Mingyang|Convolutional networks I| |9.6-9.11|10/23-10/27 | Jing |Convolutional networks II| |10.1-10.5| 10/30-11/3 | Rui |Sequence Modeling: Recurrent and Recursive Nets I| |10.6-10.10|11/6-11/10 | Jialin |Sequence Modeling: Recurrent and Recursive Nets II| |11|11/13-11/17| Xinyu|Practical methodology| ^Week ^Discussion Leader ^Topic ^ Reading ^ Slides ^ |11/27|Yang |Functional map representations | {{ :functional_map.pdf }} | {{ reading:fmap.pptx }} | |12/18 | Mingyang | GAN and Wasseristein GAN | {{ reading:gan.pdf}} {{ reading:wasserstein_gan.pdf}} | {{ reading:wgan介绍.pdf }} | |1/19|Lichen | Collaborative Filtering & Recommendation System | (See Slides) |{{reading:reading_group.pptx}}| |TBA| Fei | Monte Carlo methods for deep learning | | | |TBA| Xiangxiang | ACE review | | | |TBA| | AI plays video games | | | |TBA| | Autonomous driving | | | |2018/12/Mid| ZhaoFeng | InfoClustering | | |