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01/26/2016
Bachelor's thesis on generative probabilistic programming (in Russian language, June 2014)
This Bachelor's thesis, written in Russian, is devoted to a relatively n...
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12/14/2015
Data-driven Sequential Monte Carlo in Probabilistic Programming
Most of Markov Chain Monte Carlo (MCMC) and sequential Monte Carlo (SMC)...
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07/09/2014
Learning Probabilistic Programs
We develop a technique for generalising from data in which models are sa...
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06/29/2013