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by n3ur0n
1982 days ago
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Given your background, I think it would be worthwhile for you to pick up ESL [0] and read some relevant sections (supervised/sparse/linear methods). It's a great book and a good starting point for thinking about ML methods for high dimensional data. Also, might be useful to took at webpages of some researchers in this space and courses they teach [1,2]. [0] https://web.stanford.edu/~hastie/ElemStatLearn/
[1] https://scholars.duke.edu/person/dunson
[2] https://www.cs.princeton.edu/~bee/
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Funny (but I guess expected) to see the Markov Chain Monte Carlo method that we very recently learned in that book's table of contents ! (Unless it's another MCMC ?)