Výsledky vyhledávání - "Marcus Brubaker"

Akademický článek

Stan: A Probabilistic Programming Language

Autor: Bob Carpenter, Andrew Gelman, Matthew D. Hoffman, Daniel Lee, Ben Goodrich, Michael Betancourt, Marcus Brubaker, Jiqiang Guo, Peter Li, Allen Riddell

Publikováno v: Journal of Statistical Software, Vol 76, Iss 1, Pp 1-32 (2017)

Stan is a probabilistic programming language for specifying statistical models. A Stan program imperatively defines a log probability function over parameters conditioned on specified data and constants. As of version 2.14.0, Stan provides full Bayes

Externí odkaz: https://doaj.org/article/eeab47293da34b2786c5276f09af19ca

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Continuous Latent Process Flows

Autor: Ruizhi Deng, Marcus Brubaker, Greg Mori, Lehrmann, Andreas M.

Publikováno v: Marcus A Brubaker
The Lens

Partial observations of continuous time-series dynamics at arbitrary time stamps exist in many disciplines. Fitting this type of data using statistical models with continuous dynamics is not only promising at an intuitive level but also has practical

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::500a7a6148a0ac2998efc287adf51140
http://arxiv.org/abs/2106.15580

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Manifold Density Estimation via Generalized Dequantization

Autor: Brofos, James A., Marcus Brubaker, Lederman, Roy R.

Publikováno v: The Lens

Density estimation is an important technique for characterizing distributions given observations. Much existing research on density estimation has focused on cases wherein the data lies in a Euclidean space. However, some kinds of data are not well-m

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::17f3259fd2c41675fc70d03f835d96ab

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