Bob Carpenter

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Andrew GelmanProfessor of Statistics and Political Science, Columbia UniversityVerified email at stat.columbia.edu
Gerald PennProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Marcus A BrubakerAssistant Professor, York University; Faculty Affiliate, Vector InstituteVerified email at eecs.yorku.ca
Daniel LeeGenerableVerified email at alum.mit.edu
Jennifer Chu-CarrollResearch Fellow, Elemental CognitionVerified email at ec.ai
Matthew D. HoffmanResearch Scientist, Google ResearchVerified email at google.com
Benjamin GoodrichColumbia UniversityVerified email at columbia.edu
Allen RiddellIndiana University BloomingtonVerified email at indiana.edu
Aki VehtariAssociate Professor, Aalto UniversityVerified email at aalto.fi
Daniel SimpsonMonash UniversityVerified email at monash.edu
Paul-Christian BuerknerJunior Research Group Leader, Cluster of Excellence SimTech, University of Stuttgart, GermanyVerified email at simtech.uni-stuttgart.de
Breck BaldwinColumbia UniverisityVerified email at columbia.edu
Geoff PullumUniversity of EdinburghVerified email at ed.ac.uk
Rebecca J. PassonneauDepartment of Computer Science and Engineering, Penn StateVerified email at cse.psu.edu
Ewan KleinProfessor Emeritus of Language Technology, School of Informatics, University of Edinburgh, UKVerified email at inf.ed.ac.uk
Chin-Hui LeeProfessor of School of Electrical and Computer Engineering, Georgia TechVerified email at ece.gatech.edu
Qiru ZhouChief Scientist, Soapbox LabsVerified email at ieee.org
Udo KruschwitzProfessor, University of RegensburgVerified email at ur.de
Massimo PoesioProfessor of Computational Linguistics, Queen Mary UniversityVerified email at qmul.ac.uk
Yuling YaoFlatiron InstituteVerified email at flatironinstitute.org

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 (1), 2017	5560	2017
The logic of typed feature structures: with applications to unification grammars, logic programs and constraint resolution B Carpenter Cambridge University Press, 1992	1570*	1992
Type-logical semantics B Carpenter MIT press, 1998	678	1998
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	449*	2021
Overview of BioCreative II gene mention recognition L Smith, LK Tanabe, CJ Kuo, I Chung, CN Hsu, YS Lin, R Klinger, ... Genome biology 9 (2), 1-19, 2008	405	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	314*	1994
Vector-based natural language call routing J Chu-Carroll, B Carpenter Computational linguistics 25 (3), 361-388, 1999	239	1999
Stan modeling language users guide and reference manual Stan Development Team Technical report, 2016	191	2016
Methods and apparatus for automatic call routing including disambiguating routing decisions RL Carpenter, J Chu-Carroll US Patent 6,269,153, 2001	172	2001
The benefits of a model of annotation RJ Passonneau, B Carpenter Transactions of the Association for Computational Linguistics 2, 311-326, 2014	157	2014
Stan: A C++ library for probability and sampling Stan Development Team Online: http://mc-stan. org, 2014	154*	2014
Category structures G Gazdar, GK Pullum, R Carpenter, E Klein, TE Hukari, RD Levine Computational linguistics 14 (1), 1-19, 1988	127	1988
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	119	2015
Bayesian workflow A Gelman, A Vehtari, D Simpson, CC Margossian, B Carpenter, Y Yao, ... arXiv preprint arXiv:2011.01808, 2020	111	2020
LingPipe Natural Language Processing Software B Carpenter, B Baldwin http://alias-i. com/lingpipe, 2004	103*	2004
Bayesian analysis of tests with unknown specificity and sensitivity A Gelman, B Carpenter Journal of the Royal Statistical Society: Series C (Applied Statistics) 69 …, 2020	90	2020
Skeptical and credulous default unification with applications to templates and inheritance B Carpenter Inheritance, defaults and the lexicon, 13-37, 1993	89	1993
LingPipe for 99.99% recall of gene mentions B Carpenter Proceedings of the Second BioCreative Challenge Evaluation Workshop 23, 307-309, 2007	85	2007
Multilevel Bayesian models of categorical data annotation B Carpenter Alias-i White Paper 17 (122), 45-50, 2008	84	2008
Lazy sparse stochastic gradient descent for regularized multinomial logistic regression B Carpenter Alias-i, Inc., Tech. Rep, 1-20, 2008	82	2008

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