Bob Carpenter

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Andrew GelmanProfessor of Statistics and Political Science, Columbia UniversityVerified email at stat.columbia.edu
Daniel LeeGenerableVerified email at alum.mit.edu
Marcus A BrubakerAssociate Professor, York University; Faculty Affiliate, Vector InstituteVerified email at yorku.ca
Gerald PennProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Matthew D. HoffmanResearch Scientist, Google ResearchVerified email at google.com
Jennifer Chu-CarrollResearch Fellow, Elemental CognitionVerified email at ec.ai
Aki VehtariProfessor, Aalto UniversityVerified email at aalto.fi
Benjamin GoodrichColumbia UniversityVerified email at columbia.edu
Allen RiddellIndiana University BloomingtonVerified email at indiana.edu
Daniel SimpsonNormal ComputingVerified email at normalcomputing.ai
Paul-Christian BürknerFull Professor for Computational Statistics, TU Dortmund UniversityVerified email at tu-dortmund.de
Breck BaldwinColumbia UniverisityVerified email at columbia.edu
Rebecca J. PassonneauDepartment of Computer Science and Engineering, Penn StateVerified email at cse.psu.edu
Geoff PullumUniversity of Edinburgh / George Mason UniversityVerified email at ed.ac.uk
Alex BarnettFlatiron Institute, Simons FoundationVerified email at flatironinstitute.org
Yuling YaoFlatiron InstituteVerified email at flatironinstitute.org
Lauren KennedyLecturer,Computer and Mathematical Sciences, University of AdelaideVerified email at adelaide.edu.au
Jonah GabryColumbia UniversityVerified email at columbia.edu
Charles C MargossianResearch Fellow, Flatiron InstituteVerified email at flatironinstitute.org
Martin Modrák2nd Faculty of Medicine, Charles University in PragueVerified email at lfmotol.cuni.cz

Bob Carpenter

Flatiron Institute, Center for Computational Mathematics

Verified email at flatironinstitute.org - Homepage

computational statistics probabilistic programming automatic differentiation natural language processing


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Stan: A probabilistic programming language B Carpenter, A Gelman, MD Hoffman, D Lee, B Goodrich, M Betancourt, ... Journal of statistical software 76, 2017	7077	2017
The logic of typed feature structures: with applications to unification grammars, logic programs and constraint resolution B Carpenter Cambridge University Press, 1992	1607*	1992
Rank-Normalization, Folding, and Localization: An Improved for Assessing Convergence of MCMC A Vehtari, A Gelman, D Simpson, B Carpenter, PC Bürkner Bayesian Analysis, 2021	970*	2021
Type-logical semantics B Carpenter MIT press, 1998	709	1998
Overview of BioCreative II gene mention recognition L Smith, LK Tanabe, RJ Ando, CJ Kuo, IF Chung, CN Hsu, YS Lin, ... Genome biology 9, 1-19, 2008	487	2008
ALE. The Attribute Logic Engine Version 2.0. 1. User’s Guide B Carpenter, G Penn Computational Linguistics Program, Philosophy Department, Carnegie Mellon …, 1994	311*	1994
Stan modeling language users guide and reference manual Stan Development Team Technical report, 2016	268*	2016
Bayesian workflow A Gelman, A Vehtari, D Simpson, CC Margossian, B Carpenter, Y Yao, ... arXiv preprint arXiv:2011.01808, 2020	247	2020
Vector-based natural language call routing J Chu-Carroll, B Carpenter Computational linguistics 25 (3), 361-388, 1999	238	1999
The benefits of a model of annotation RJ Passonneau, B Carpenter Transactions of the Association for Computational Linguistics 2, 311-326, 2014	190	2014
Methods and apparatus for automatic call routing including disambiguating routing decisions RL Carpenter, J Chu-Carroll US Patent 6,269,153, 2001	173	2001
Stan: A C++ library for probability and sampling Stan Development Team Online: http://mc-stan. org, 2014	163*	2014
The Stan math library: Reverse-mode automatic differentiation in C++ B Carpenter, MD Hoffman, M Brubaker, D Lee, P Li, M Betancourt arXiv preprint arXiv:1509.07164, 2015	141	2015
Bayesian analysis of tests with unknown specificity and sensitivity A Gelman, B Carpenter Journal of the Royal Statistical Society Series C: Applied Statistics 69 (5 …, 2020	129	2020
Category structures G Gazdar, GK Pullum, R Carpenter, E Klein, TE Hukari, RD Levine Computational linguistics 14 (1), 1-19, 1988	129	1988
LingPipe Natural Language Processing Software B Carpenter, B Baldwin http://alias-i. com/lingpipe, 2004	107*	2004
Comparing Bayesian models of annotation S Paun, B Carpenter, J Chamberlain, D Hovy, U Kruschwitz, M Poesio Transactions of the Association for Computational Linguistics 6, 571-585, 2018	95	2018
Lazy sparse stochastic gradient descent for regularized multinomial logistic regression B Carpenter Alias-i, Inc., Tech. Rep, 1-20, 2008	92	2008
Skeptical and credulous default unification with applications to templates and inheritance B Carpenter Inheritance, defaults and the lexicon, 13-37, 1993	91	1993
Multilevel Bayesian models of categorical data annotation B Carpenter Alias-i White Paper 17 (122), 45-50, 2008	89	2008

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