Infer.NET swMATH ID: 7886 Software Authors: Microsoft Research; Minka, T.; Winn, J.; Guiver, G.; Kannan, A. Description: Infer.NET is a .NET framework for machine learning. It provides state-of-the-art message-passing algorithms and statistical routines for performing Bayesian inference. It has applications in a wide variety of domains, including information retrieval, bioinformatics, epidemiology, vision, and many others. Homepage: http://www.nuget.org/packages/Infer.Net Keywords: Bayesian inference; expectation propagation; mean field approximation; variational Bayes Related Software: R; Stan; BUGS; PRMLT; WinBUGS; SemiPar; KernSmooth; BRugs; Blaise; Church; NUTS; bnsoft; JAGS; HBC; Haskell; FACTORIE; IBAL; Python; z3; RStan Cited in: 22 Publications all top 5 Cited by 33 Authors 10 Wand, Matthew P. 3 Ormerod, John T. 2 Borgström, Johannes 2 Gordon, Andrew D. 2 Greenberg, Michael D. 2 Kim, Andy S. I. 2 Margetson, James 2 Van Gael, Jurgen 2 Wang, S. S. J. 1 Bishop, Christopher Michael 1 Chen, Wilson Ye 1 Chistikov, Dmitry V. 1 Cobb, Andrew 1 Culpepper, Ryan 1 Delatola, Eleni-Ioanna 1 Dimitrova, Rayna 1 Fuhrwirth, Rudolf 1 Gelman, Andrew 1 Griffin, Jim E. 1 Hall, Peter Gavin 1 Hansen, Lars Kai 1 Hoffman, Matthew D. 1 Kamronn, Simon 1 Kiselyov, Oleg 1 Lee, Cathy Yuen Yi 1 Luttinen, Jaakko 1 Majumdar, Rupak 1 Menictas, Marianne 1 Morrisett, Greg 1 Padoan, Simone A. 1 Pham, Tung H. 1 Poulsen, Andreas Trier 1 Yu, J. C. F. all top 5 Cited in 14 Serials 2 Australian & New Zealand Journal of Statistics 2 Journal of Machine Learning Research (JMLR) 2 Electronic Journal of Statistics 2 Bayesian Analysis 1 Acta Informatica 1 The American Statistician 1 The Annals of Statistics 1 Biometrical Journal 1 Neural Computation 1 Computational Statistics and Data Analysis 1 Philosophical Transactions of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences 1 Journal of the Korean Statistical Society 1 Logical Methods in Computer Science 1 AStA. Advances in Statistical Analysis all top 5 Cited in 7 Fields 17 Statistics (62-XX) 8 Computer science (68-XX) 4 Probability theory and stochastic processes (60-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Numerical analysis (65-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) Citations by Year