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In the last NIPS 2010, Michael Jordan gave a keynote speech on Machine Learning Applications on Biology and Bioinformatics. I was looking in the NIPS site for a paper on his talk, sometimes keynote speeches have full papers as well. Did not find any. Does anyone here knows if there is any such material (aside from the video lecture) Thanks |
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I don't think you will find a paper on that talk per se, but you will easily find the papers he describes in his talk. Will this do? Yes, I did find those, my Advisor asked me to find a paper where they surveyed ML and Bioinformatics in recent years, so I thought that would be an excellent choice.
(May 18 '11 at 02:48)
Leon Palafox ♦
Have you tried emailing one of Mike Jordan's students that co-wrote one of those papers? Maybe one of them can point you to a good and recent survey.
(May 18 '11 at 03:06)
Alexandre Passos ♦
That's an idea. Cool, thanks, I'll check that out.
(May 19 '11 at 01:17)
Leon Palafox ♦
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There is a small issue as Prof Jordan is preparing a huge book on the very same topic. As far as I know the only way to get hold of the material is to enroll in his ML class at Berkeley. You might be interested in Jordan and Wainwright's opus on Graphical Models, Exponential Families, and Variational Inference. Some nice applications are discussed. I might be wrong, but I think Michael Jordan's new book will be on graphical models and machine learning, not about bioinformatics and machine learning.
(May 18 '11 at 09:37)
Alexandre Passos ♦
Didn't he have a book on ML and GM already? Is this an updated version?
(May 19 '11 at 01:17)
Leon Palafox ♦
@Leon: He doesn't really have a book on ML and GM as far as I know. He did edit an article collection on these subjects, but it was over a decade ago and was not actually written by him.
(May 19 '11 at 02:56)
Alexandre Passos ♦
http://www.amazon.co.jp/Learning-Graphical-Adaptive-Computation-Machine/dp/0262600323/ref=sr_1_2?ie=UTF8&s=english-books&qid=1305788248&sr=8-2 I guess you mean this one, I never got to take a look at it, so I thought it was a textbook
(May 19 '11 at 02:58)
Leon Palafox ♦
@Leon: I believe that is the one Alexandre mentioned. The new one are supposed to be a textbook written by himself (or a few authors) rather than an edited collection of articles. I guess the new one will be more like D Koller and N Friedman's PGM.
(May 20 '11 at 17:28)
Denzel
He has a book co-written with bishop that is partially complete. It is in limited distribution. It is called "Introduction to Graphical Models", and is exactly that. Jordan seems to be a veritable writing machine; its a brave man who tries to take on two textbooks at once.
(May 20 '11 at 19:59)
Jacob Jensen
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