Comment Feed for Channel 9 - Reverend Bayes, meet Countess Lovelace: Probabilistic Programming for Machine Learning http://ch9files.blob.core.windows.net/ch9/f9cf/80d579e1-4810-44d9-ad6e-7590c693f9cf/LangNEXT2012ProbabilisticProgramming_220.jpg Channel 9 - Reverend Bayes, meet Countess Lovelace: Probabilistic Programming for Machine Learning We propose a marriage of probabilistic functional programming with Bayesian reasoning.  Infer.NET Fun turns the simple succinct syntax of F# into an executable modeling language – you can code up the conditional probability distributions of Bayes' rule using F# array comprehensions with constraints. Write your model in F#. Run it directly to synthesize test datasets and to debug models. Or compile it with Infer.NET for efficient statistical inference.  Hence, efficient algorithms for a range of regression, classification, and specialist learning tasks derive by probabilistic functional programming. en Tue, 21 May 2013 06:04:36 GMT Tue, 21 May 2013 06:04:36 GMT Rev9 Re: Reverend Bayes, meet Countess Lovelace: Probabilistic Programming for Machine Learning Hi, you can download the zipfile with the machine learning software I'll talk about, here:

http://research.microsoft.com/en-us/projects/fun/

Cheers, Andy

posted by AndyGordon

]]> http://channel9.msdn.com/Events/Lang-NEXT/Lang-NEXT-2012/Reverend-Bayes-meet-Countess-Lovelace-Probabilistic-Programming-for-Machine-Learning#c634689961951912420 Mon, 02 Apr 2012 20:43:15 GMT http://channel9.msdn.com/Events/Lang-NEXT/Lang-NEXT-2012/Reverend-Bayes-meet-Countess-Lovelace-Probabilistic-Programming-for-Machine-Learning#c634689961951912420 AndyGordon Re: Reverend Bayes, meet Countess Lovelace: Probabilistic Programming for Machine Learning posted by Francois Rouaix

]]> http://channel9.msdn.com/Events/Lang-NEXT/Lang-NEXT-2012/Reverend-Bayes-meet-Countess-Lovelace-Probabilistic-Programming-for-Machine-Learning#c634702017645229644 Mon, 16 Apr 2012 19:36:04 GMT http://channel9.msdn.com/Events/Lang-NEXT/Lang-NEXT-2012/Reverend-Bayes-meet-Countess-Lovelace-Probabilistic-Programming-for-Machine-Learning#c634702017645229644 Francois Rouaix Re: Reverend Bayes, meet Countess Lovelace: Probabilistic Programming for Machine Learning posted by Rick Minerich

]]> http://channel9.msdn.com/Events/Lang-NEXT/Lang-NEXT-2012/Reverend-Bayes-meet-Countess-Lovelace-Probabilistic-Programming-for-Machine-Learning#c634910366157197610 Thu, 13 Dec 2012 23:03:35 GMT http://channel9.msdn.com/Events/Lang-NEXT/Lang-NEXT-2012/Reverend-Bayes-meet-Countess-Lovelace-Probabilistic-Programming-for-Machine-Learning#c634910366157197610 Rick Minerich Re: Reverend Bayes, meet Countess Lovelace: Probabilistic Programming for Machine Learning posted by Jack Fox

]]> http://channel9.msdn.com/Events/Lang-NEXT/Lang-NEXT-2012/Reverend-Bayes-meet-Countess-Lovelace-Probabilistic-Programming-for-Machine-Learning#c634910417689763345 Fri, 14 Dec 2012 00:29:28 GMT http://channel9.msdn.com/Events/Lang-NEXT/Lang-NEXT-2012/Reverend-Bayes-meet-Countess-Lovelace-Probabilistic-Programming-for-Machine-Learning#c634910417689763345 Jack Fox