Research Output per year
Personal profile
Education/Academic qualification
Doctor of Philosophy, Statistics
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Network
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Research Output
Bayesian leave-one-out cross-validation for large data
Magnusson, M., Andersen, M., Jonasson, J. & Vehtari, A., 2019, 36th International Conference on Machine Learning, ICML 2019. 10 p. (Proceedings of Machine Learning Research; vol. 97).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access
File
5
Downloads
(Pure)
DOLDA: a regularized supervised topic model for high-dimensional multi-class regression
Magnusson, M., Jonsson, L. & Villani, M., 2019, In : Computational Statistics. 27 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access
File
Interpretable Word Embeddings via Informative Priors
Bodell, M. H., Arvidsson, M. & Magnusson, M., 2019, The 2019 Conference on Empirical Methods in Natural Language Processing And the 9th International Joint Conference on Natural Language Processing: Proceedings of System Demonstrations. p. 6324-6330Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Bayesian loo for large data
Magnusson, M., 12 Dec 2018.Research output: Contribution to conference › Poster › Scientific
Bayesian loo for large data
Magnusson, M., Vehtari, A. & Andersen, M., Dec 2018, (Accepted/In press) Symposium on Advances in Approximate Bayesian Inference. 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Projects
Computational methods for survival analysis
Vehtari, A., Andersen, M., Dhaka, A., Siivola, E., Sivula, T., Säilynoja, T., Magnusson, M. & Paananen, T.
01/09/2016 → 31/08/2020
Project: Academy of Finland: Other research funding
Text-as-Data in Statistics: Theory, Methods and Applications
01/09/2020 → 31/08/2023
Project: Academy of Finland: Other research funding
Reliable Automated Bayesian Machine Learning
Vehtari, A., Ghosh, K., Magnusson, M., Dhaka, A., Koistinen, O. & Pavone, F.
01/01/2018 → 31/12/2019
Project: Academy of Finland: Other research funding
Prizes
The Cramér prize
Måns Magnusson (Recipient), 22 Mar 2019
Prize: Award or honor granted for a specific work
Top 10% reviewer for NeurIPS 2018
Måns Magnusson (Recipient), 2018
Prize: Award or honor granted for a specific work
Activities
Storytel (External organisation)
Måns Magnusson (Chair)14 Nov 2019 → …
Activity: Membership types › Regular membership of a society or network
International Conference on Machine Learning (Event)
Måns Magnusson (Reviewer)1 Mar 2019 → 31 Mar 2019
Activity: Publication peer-review and editorial work types › Reviewer of conference article
Leave-One-Out Cross-Validation for Large Data
Måns Magnusson (Speaker)27 May 2019
Activity: Talk or presentation types › Public or invited talk
Probabilistic topic models and its use in modeling political discourse
Måns Magnusson (Speaker)3 Feb 2019
Activity: Talk or presentation types › Public or invited talk
Probabilistic Programming Problems with Prose (or Text)
Måns Magnusson (Speaker)8 Feb 2019
Activity: Talk or presentation types › Public or invited talk