Måns Magnusson

Cited by

	All	Since 2016
Citations	278	251
h-index	10	9
i10-index	10	7

2013201420152016201720182019202020212 7 13 23 33 38 68 86 1

Co-authors

Mattias VillaniProfessor of Statistics, Stockholm University and Linköping UniversityVerified email at stat.su.se
Aki VehtariAssociate Professor, Aalto UniversityVerified email at aalto.fi
David MimnoAssociate Professor, Cornell UniversityVerified email at cornell.edu
Leif Jonsson, Ph. D.Linköping UniversityVerified email at liu.se
Alexandra SchofieldAssistant Professor, Harvey Mudd CollegeVerified email at cs.hmc.edu
Michael Riis AndersenAssistant professor, Technical University of DenmarkVerified email at dtu.dk
David BromanKTH Royal Institute of TechnologyVerified email at kth.se
Johan Jonassonprofessor i matematikVerified email at chalmers.se
Anette HulthPublic Health Agency of SwedenVerified email at folkhalsomyndigheten.se
Weimin Yekarolinksa instituteVerified email at ki.se
Jiaqi HuangNational Cancer InstituteVerified email at NIH.GOV
Alexander TereninImperial College LondonVerified email at imperial.ac.uk
Sharon Kühlmann-BerenzonStatistician, Public Health Agency of SwedenVerified email at costarricense.cr
Laure ThompsonUniversity of Massachusetts AmherstVerified email at cs.umass.edu
Miriam Hurtado BodellInstitute for Analytical Sociology, Linköping UniversityVerified email at liu.se
David DraperProfessor (Statistics), Department (Statistics), University (California, Santa Cruz)Verified email at ucsc.edu
Kristian SandahlDepartment of Computer and Information Science, Linköping UniversityVerified email at liu.se
Sigrid EldhAdj. Prof. (Carleton Uni.) PhD. Researcher at Ericsson AB,Verified email at ericsson.com
Richard ÖhrvallLinköping University, Research Institute of Industrial EconomicsVerified email at liu.se

Måns Magnusson

Department of Statistics, Uppsala University, Sweden

Verified email at statistik.uu.se - Homepage

Bayesian Statistics Probabilistic Machine Learning Text Mining Computational Social Science Digital Humanities


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Pulling out the stops: Rethinking stopword removal for topic models A Schofield, M Magnusson, D Mimno Proceedings of the 15th Conference of the European Chapter of the …, 2017	84	2017
Risk of pancreatic cancer among individuals with hepatitis C or hepatitis B virus infection: a nationwide study in Sweden J Huang, M Magnusson, A Törner, W Ye, AS Duberg British journal of cancer 109 (11), 2917-2923, 2013	41	2013
Prevailing effectiveness of the 2009 influenza A (H1N1) pdm09 vaccine during the 2010/11 season in Sweden K Widgren, M Magnusson, P Hagstam, M Widerström, Å Örtqvist, ... Eurosurveillance 18 (15), 20447, 2013	23	2013
The incidence of acute gastrointestinal illness in Sweden FI Hansdotter, M Magnusson, S KüHlMANN-BereNzON, A Hulth, ... Scandinavian Journal of Public Health 43 (5), 540-547, 2015	19	2015
Understanding text pre-processing for latent Dirichlet allocation A Schofield, M Magnusson, L Thompson, D Mimno Proceedings of the 15th conference of the European chapter of the …, 2017	18	2017
Sparse partially collapsed mcmc for parallel inference in topic models M Magnusson, L Jonsson, M Villani, D Broman Journal of Computational and Graphical Statistics 27 (2), 449-463, 2018	16*	2018
DOLDA-a regularized supervised topic model for high-dimensional multi-class regression M Magnusson, L Jonsson, M Villani arXiv preprint arXiv:1602.00260, 2016	14*	2016
Bayesian Leave-One-Out Cross-Validation for Large Data MR Andersen, M Magnusson, J Jonasson, A Vehtari Thirty-sixth International Conference on Machine Learning, 2019	10*	2019
Polya Urn Latent Dirichlet Allocation: a doubly sparse massively parallel sampler A Terenin, M Magnusson, L Jonsson, D Draper IEEE transactions on pattern analysis and machine intelligence 41 (7), 1709-1719, 2018	10	2018
Head lice surveillance on a deregulated OTC-sales market: A study using Web query data J Lindh, M Magnusson, M Grünewald, A Hulth PLoS One 7 (11), e48666, 2012	10	2012
Automatic localization of bugs to faulty components in large scale software systems using bayesian classification L Jonsson, D Broman, M Magnusson, K Sandahl, M Villani, S Eldh 2016 IEEE International Conference on Software Quality, Reliability and …, 2016	8	2016
Parallelizing LDA using partially collapsed Gibbs sampling M Magnusson, L Jonsson, M Villani, D Broman Statistics 24 (2), 301-327, 2015	7	2015
Finding the news lead in the data haystack: Automated local data journalism using crime data M Magnusson, J Finnäs, L Wallentin Computation+ Journalism Symposium, 2016	6	2016
Interpretable Word Embeddings via Informative Priors MH Bodell, M Arvidsson, M Magnusson arXiv preprint arXiv:1909.01459, 2019	5	2019
Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data M Magnusson, MR Andersen, J Jonasson, A Vehtari arXiv preprint arXiv:2001.00980, 2020	4	2020
En färgblind stat missar rasismens nyanser K Jebari, M Magnusson Tidskrift för politisk filosofi 2, 2013	3	2013
Robust, accurate stochastic optimization for variational inference AK Dhaka, A Catalina, MR Andersen, M Magnusson, JH Huggins, ... arXiv preprint arXiv:2009.00666, 2020	2	2020
Voices from the far right: a text analysis of Swedish parliamentary debates M Magnusson, R Öhrvall, K Barrling, D Mimno SocArXiv, 2018	2	2018
Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison T Sivula, M Magnusson, A Vehtari arXiv preprint arXiv:2008.10296, 2020	1	2020
When are Bayesian model probabilities overconfident? O Oelrich, S Ding, M Magnusson, A Vehtari, M Villani arXiv preprint arXiv:2003.04026, 2020	1	2020

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors