I've seen a few references to probabilistic programming, but I'm not familiar with it. Can someone who is briefly describe what its advantages are and where it's likely to provide a better solution than more traditional techniques?
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http://research.microsoft.com/pubs/208585/fose-icse2014.pdf
afaik Kinect skeletal pose reconstruction is modeled in PGMs