Structured variational distributions in VIBES Export

@misc{citeulike:455620, abstract = {Variational methods are becoming increasingly popular for the approximate solution of complex probabilistic models in machine learning, computer vision, information retrieval and many other fields. Unfortunately, for every new application it is necessary first to derive the specific forms of the variational update equations for the particular probabilistic model being used, and then to implement these equations in applicationspecific software. Each of these steps is both time...}, author = {Bishop, C. and Winn, J.}, citeulike-article-id = {455620}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.14.420}, keywords = {bayesian\_network, variational}, posted-at = {2006-01-04 16:57:29}, priority = {2}, title = {Structured variational distributions in VIBES}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.14.420}, year = {2003} }

TY - GEN ID - citeulike:455620 L3 - citeulike-article-id:455620 N2 - Variational methods are becoming increasingly popular for the approximate solution of complex probabilistic models in machine learning, computer vision, information retrieval and many other fields. Unfortunately, for every new application it is necessary first to derive the specific forms of the variational update equations for the particular probabilistic model being used, and then to implement these equations in applicationspecific software. Each of these steps is both time... TI - Structured variational distributions in VIBES KW - bayesian_network KW - variational AU - Bishop, C AU - Winn, J PY - 2003/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.14.420 ER -