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jagdeepsb committed Dec 2, 2024
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17 changes: 12 additions & 5 deletions _modules/module-1.md
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Expand Up @@ -137,30 +137,35 @@ Nov/8
: **Problem session**{: .label .label-purple}

Nov/12
: **Lecture 18**{: .label .label-red} Modeling densities
: **Lecture 18**{: .label .label-red} Dimensionality reduction
: <br>
: [[M1]](/info/books/#primary-textbooks) <br> Ch 20-20.1

Nov/14
: **Lecture 19**{: .label .label-red} Dimensionality reduction
: HW5 due <br> HW6 out
: [[M1]](/info/books/#primary-textbooks) <br> Ch 20-20.4.10

Nov/15
: **Problem session**{: .label .label-purple}

Nov/19
: **Lecture 20**{: .label .label-red} Graphical models
: **Lecture 20**{: .label .label-red} Modeling complex densities
: MP2 out
: [[M1]](/info/books/#primary-textbooks) <br> Ch 16.3.1--3; 3.5; 8.7; 21.4

Nov/21
: **Lecture 21**{: .label .label-red} Modeling complex densities
: **Lecture 21**{: .label .label-red} Variational auto-encoders
: <br>
: [[M2]](/info/books/#primary-textbooks) <br> Ch 20; 21.1--2

Nov/22
: **Problem session**{: .label .label-purple}

Nov/26
: **Lecture 22**{: .label .label-red} Diffusion and flow models
: **Lecture 22**{: .label .label-red} Diffusion models
: HW6 due
: [[M2]](/info/books/#primary-textbooks) <br> Ch 25.1--4

Nov/28
: **Holiday!**{: .label .label-gray} No lecture
Expand All @@ -169,7 +174,9 @@ Nov/29
: **Holiday!!**{: .label .label-gray} No problem session

Dec/3
: **Lecture 23**{: .label .label-red} Working with foundation models
: **Lecture 23**{: .label .label-red} Flow-matching models
: <br>
: [[M2]](/info/books/#primary-textbooks) <br> Ch 23.1

Dec/5
: **Lecture 24**{: .label .label-red} Applications in the small-data regime
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