ผลต่างระหว่างรุ่นของ "MINDLAB READING"
Jung (คุย | มีส่วนร่วม) |
Jung (คุย | มีส่วนร่วม) |
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| แถว 11: | แถว 11: | ||
==May 11, 2007: Mixture Models and EM algorithm== | ==May 11, 2007: Mixture Models and EM algorithm== | ||
| − | [[Image:Bishop cover.jpg|thumb| | + | [[Image:Bishop cover.jpg|thumb|200px|Bishop's PRML book]] |
| + | |||
===Main paper=== | ===Main paper=== | ||
| − | * Chris Bishop's PRML book chapter 9. ( I have one copy left; anyone who do not have this book | + | * Chris Bishop's PRML book chapter 9. ( I have one copy left; anyone who do not have this book please feel free to borrow me) |
===Supplementary=== | ===Supplementary=== | ||
| แถว 19: | แถว 20: | ||
* Zoubin Ghahramani's slide [http://www.gatsby.ucl.ac.uk/~zoubin/course05/lect3.pdf click] | * Zoubin Ghahramani's slide [http://www.gatsby.ucl.ac.uk/~zoubin/course05/lect3.pdf click] | ||
* Chris Bishop's slide [http://research.microsoft.com/~cmbishop/downloads/Bishop-Exeter-BCS.ppt click] | * Chris Bishop's slide [http://research.microsoft.com/~cmbishop/downloads/Bishop-Exeter-BCS.ppt click] | ||
| + | |||
| + | ===Prerequisite=== | ||
| + | In order to understand how EM work, we have to understand the Jensen's inequality and Kullback-Leibler divergence. | ||
รุ่นแก้ไขเมื่อ 09:04, 4 พฤษภาคม 2550
This page is created to be the (temporary?) main information page of the MIND lab reading group. Contents in our reading group can be any old or new (but interesting or important to many members) research works.
เนื้อหา
Plan
For the first 2-3 week, I, Jung, will take the lead. I will cover three topics which are frequently mentioned in literatures and I'm most familiar with: Mixture Models and EM algorithm, Sampling methods and Principal Component analysis.
After that, if it successes, I hope that we can continue the process and change the leader week by week. The leader should have at least 2 weeks to read the topic.
Date and Time
At this moment, I plan to arrange the reading group in every friday afternoon (1pm - 2pm), but let us talk for more convenient dates and times.
May 11, 2007: Mixture Models and EM algorithm
Main paper
- Chris Bishop's PRML book chapter 9. ( I have one copy left; anyone who do not have this book please feel free to borrow me)
Supplementary
- David Mackay's book chapters 20 and 22 you can get it here
- Zoubin Ghahramani's slide click
- Chris Bishop's slide click
Prerequisite
In order to understand how EM work, we have to understand the Jensen's inequality and Kullback-Leibler divergence.
