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--- public:learning2022 [2022/05/25 12:05] – member
+++ public:learning2022 [2023/01/06 10:40] (current) – member
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 ===== 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/]]
+  * 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, 15, 22, 29; July 6, 20, 27
+  * 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 |}} |
-| April 20th | Yanghepu Li | {{ :user:yanghepu: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 |}} |
-| May 25th | Yanghepu Li |     |
-| June 8th | Rojan Basnet |     |
+^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.  |
-==== Second semester ====
-=== TBA (image processing related?) ===
+^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  |