===== Reading seminars in 2022 =====

==== Second semester ====

**Schedule (contact: Li, Yanghepu)**

   * Default: 10am-12pm, Wed
  * Oct 19, 26
  * Nov 2, 9, 16, 30
  * Dec 7, 21, 28
  * Jan (2023) 11, 25

**Book**

  * {{:user:yanghepu:dive_into_deep_learning.pdf|dive_into_deep_learning.pdf}}  shared by Yanghepu Li

|Date|Participants (* represents the presenter)|Contents|
|Oct. 19|Tim; *Li-Yang; Wenruo; Wenlong; Rimsa; Rojan; Zhenyu|Dive Into Deep Learning: basic definitions/linear model/tasks/evaluations…|
|Oct. 26|Tim; Li-Yang; Wenruo; *Wenlong; Rimsa; Rojan; Zhenyu|Dive Into Deep Learning: entropy/relative entropy/KL divergence…|
|Nov. 2|Tim; Li-Yang; Wenruo; Wenlong; Rimsa; *Rojan; Zhenyu|Dive Into Deep Learning: multilayer perceptron|
|Nov. 16|Tim; Li-Yang; *Wenruo; Rimsa; Zhenyu|Dive Into Deep Learning: CNN|
|Nov. 30|Tim; Li-Yang; *Rimsa; Wenlong; Wenruo; Rojan|Dive into Deep Learning: modern machine learning models|
|Dec. 7th|*Li-Yang; Wenlong; Wenruo; Zhenyu; Tomoya|Dive into deep learning: recurrent neural networks|
|Dec. 21st|Li-Yang; *Zhenyu; Wenruo|Dive into deep learning: modern recurrent neural networks|
|Dec. 28|Li-Yang; Rimsa; *Wenlong; Wenruo; Rojan|Network Science|

**Useful links**

  * [[https://www.youtube.com/watch?v=ErfnhcEV1O8|Entropy, cross-entropy, and KL-divergence]] (provided by Tim)

==== First semester on Graph Learning ====

  * 10am-12am, Wed
  * Book: "Graph Representation Learning" by William Hamilton, see [[https://www.cs.mcgill.ca/~wlh/grl_book/|https://www.cs.mcgill.ca/~wlh/grl_book/]]
  * April 13, 20, 27; May 11, 25; June 8, 22; July 6, 20, 27

^Date^Presenter^Material(s)  |
|April 13th|Zhenyu Zuo|{{:user:zhenyu:notes_20220413.pdf|notes_20220413.pdf}} |
|April 20th|Yanghepu Li|{{:user:yanghepu:20220420.pdf|20220420.pdf}}   |
|April 27th|Wenruo Lyu|{{:user:wrlyu:note-20220427-sec2.2.2-2.3.1.pdf|20220427-Sec.2.2.2-Sec.2.3.1}} |
|May 11th|Zhenyu Zuo|{{:user:zhenyu:20220511-sec_2.3.1-3.1.4.pdf|20220511-sec_2.3.1-3.1.4.pdf}} |
|May 25th|Yanghepu Li|   |
|June 1th|Zhenyu Zuo  |   |
|June 8th|Yanghepu Li|   |
|June 15th|Wenruo Lyu|{{:user:wrlyu:grl-sec5.3.3-sec.5.6.pdf|grl-sec5.3.3-sec.5.6.pdf}} |
|July 6th|Wenruo Lyu|{{:user:wrlyu:grl-sec.7.1.4.3-sec.7.3.3.pdf|grl-sec.7.1.4.3-sec.7.3.3.pdf}} |

==== First semester on Machine Learning ====

^Date^Presenter^Content(s)  |
|April 13th|Yanghepu Li|Introductions to the usage of Colab|
|April 20th|Yanghepu Li|Gradient descend and back propogation  |
|April 28th|Yining Xu|Super basic introduction about OpenCV  |
|May 12th|Zhenyu Zuo|Filters, Template Matching, and CNNs.  |
|May 27th|Rojan Basnet|CNN  |