STAT 339: Tentative Schedule of Topics

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The following is a tentative schedule of readings and out-of-class goals. Check this space regularly for updates.

Last update: 09-18-17

Key to reading materials:

Date Topics Readings Discussion Leader To Do
8/29 Organization Meeting
8/31 Linear Algebra Workshop Ch. 2 Lin Alg Exercises
9/5 Probability/Optimization Workshop Ch. 3-4 TBD
9/7 Misc. Background Workshop Chs 2-5 TBD
9/12 Feedforward Networks I Ch. 6 TBD
9/14 Feedforward Networks Workshop I Ch. 6 TBD
9/19 Feedforward Networks II Ch. 6 TBD
9/21 Feedforward Networks Workshop II Ch. 6 TBD
9/26 Regularization I Ch. 7 TBD
9/28 Regularization Workshop Ch. 7 TBD
10/3 Regularization II Ch. 7 TBD
10/5 Regularization Workshop II Ch. 7 TBD
10/10 Training Ch. 8 TBD
10/12 Training Workshop Ch. 8 TBD
10/15-10/19 SPRING BREAK
10/24 Convolutional Nets I Ch. 9 TBD
10/26 Convolutional Nets Workshop I Ch. 9 TBD
10/31 Convolutional Nets II Ch. 9 TBD
11/2 Convolutional Nets Workshop II Ch. 9 TBD
11/7 Recurrent Nets I Ch. 10 TBD
11/9 Recurrent Nets Workshop I Ch. 10 TBD
11/14 Recurrent Nets I Ch. 10 TBD
11/16 Recurrent Nets Workshop II Ch. 10 TBD
11/21 TBD TBD TBD TBD
11/23 THANKSGIVING
11/28 TBD TBD TBD TBD
11/30 TBD TBD TBD TBD
12/5 TBD TBD TBD TBD
12/7 TBD TBD TBD TBD