Does anyone know of a good Dirichlet Process textbook from a Machine Learning Point of View?

Pretty much in the vein of Rasmussen's Gaussian Process book.

asked Jan 17 '11 at 03:58

Leon%20Palafox's gravatar image

Leon Palafox ♦
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2 Answers:

The Bayesian Nonparametric should be a reasonable place to start. The book is a bit on the dense side but provides decent insight. I also found this tutorial paper every helpful.

answered Jan 17 '11 at 13:43

zaxtax's gravatar image

zaxtax ♦
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I don't think there is a text book on DP as yet. But see the answers to this earlier question on metaoptimize which has lots of good pointers on the topic.

answered Jan 17 '11 at 04:04

spinxl39's gravatar image

spinxl39
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Yes, I did find that, I was just wondering wether someone may have some insider's information on that :)

(Jan 17 '11 at 04:06) Leon Palafox ♦
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