| loo: Efficient leave-one-out cross-validation and WAIC for Bayesian models A Vehtari, J Gabry, M Magnusson, Y Yao, PC Bürkner, T Paananen, ... CRAN: Contributed Packages, 2015 | 892* | 2015 |
| 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 | 257 | 2017 |
| Uncertainty in Bayesian leave-one-out cross-validation based model comparison T Sivula, M Magnusson, AA Matamoros, A Vehtari arXiv preprint arXiv:2008.10296, 2020 | 116 | 2020 |
| 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 | 94 | 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 | 74 | 2013 |
| Leave-one-out cross-validation for Bayesian model comparison in large data M Magnusson, A Vehtari, J Jonasson, M Andersen International conference on artificial intelligence and statistics, 341-351, 2020 | 56 | 2020 |
| Bayesian Leave-One-Out Cross-Validation for Large Data M Magnusson, MR Andersen, J Jonasson, A Vehtari 36th International Conference on Machine Learning, 7505-7525, 2019 | 42 | 2019 |
| Robust, accurate stochastic optimization for variational inference AK Dhaka, A Catalina, MR Andersen, M Magnusson, J Huggins, A Vehtari Advances in Neural Information Processing Systems 33, 10961-10973, 2020 | 39 | 2020 |
| 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 | 27* | 2018 |
| 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 | 27 | 2015 |
| 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), 2013 | 27 | 2013 |
| Interpretable Word Embeddings via Informative Priors MH Bodell, M Arvidsson, M Magnusson EMNLP, 2019 | 26 | 2019 |
| DOLDA-a regularized supervised topic model for high-dimensional multi-class regression M Magnusson, L Jonsson, M Villani Computational Statistics, 2020 | 25* | 2020 |
| posteriordb: Testing, benchmarking and developing Bayesian inference algorithms M Magnusson, J Torgander, PC Bürkner, L Zhang, B Carpenter, A Vehtari arXiv preprint arXiv:2407.04967, 2024 | 22* | 2024 |
| When are Bayesian model probabilities overconfident? O Oelrich, S Ding, M Magnusson, A Vehtari, M Villani arXiv preprint arXiv:2003.04026, 2020 | 22 | 2020 |
| 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 | 21 | 2018 |
| Voices from the far right: a text analysis of Swedish parliamentary debates M Magnusson, R Öhrvall, K Barrling, D Mimno OSF, 2018 | 20 | 2018 |
| 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 | 18 | 2016 |
| 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 | 18 | 2016 |
| Unbiased estimator for the variance of the leave-one-out cross-validation estimator for a Bayesian normal model with fixed variance T Sivula, M Magnusson, A Vehtari Communications in Statistics-Theory and Methods 52 (16), 5877-5899, 2023 | 14 | 2023 |
Aki VehtariProfessor, Aalto UniversityVerified email at aalto.fi
