A Programming Language for Probabilistic Computation

@misc{citeulike:3037643, abstract = {As probabilistic computations play an increasing role in solving various problems, researchers have designed probabilistic languages to facilitate their modeling. Most of the existing probabilistic languages, however, focus only on discrete distributions, and there has been little effort to develop probabilistic languages whose expressive power is beyond discrete distributions. This dissertation presents a probabilistic language, called PTP (ProbabilisTic Programming), which supports all kinds...}, author = {Park, Sungwoo }, citeulike-article-id = {3037643}, keywords = {bayesian\_networks, object\_oriented}, posted-at = {2008-07-23 20:48:19}, priority = {2}, title = {A Programming Language for Probabilistic Computation}, url = {http://citeseer.ist.psu.edu/park05programming.html} }

TY - GEN ID - citeulike:3037643 L3 - citeulike-article-id:3037643 TI - A Programming Language for Probabilistic Computation N2 - As probabilistic computations play an increasing role in solving various problems, researchers have designed probabilistic languages to facilitate their modeling. Most of the existing probabilistic languages, however, focus only on discrete distributions, and there has been little effort to develop probabilistic languages whose expressive power is beyond discrete distributions. This dissertation presents a probabilistic language, called PTP (ProbabilisTic Programming), which supports all kinds... KW - bayesian_networks KW - object_oriented AU - Park, Sungwoo UR - http://citeseer.ist.psu.edu/park05programming.html ER -