Måns Magnusson

Uppsala University — Sweden

Computer Science · Physical Sciences

12h-index590citations37works1.52yr avg
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Research Topics

Topic Modeling(9), Statistical Methods and Bayesian Inference(9), Statistical Methods and Inference(8), Computational and Text Analysis Methods(7), Bayesian Methods and Mixture Models(6)

Publications37 total

Formalising Anti-Discrimination Law in Automated Decision Systems
2025· 2 citedOpen Access
Classifying Hate: Legal and Ethical Evaluations of ML-Assisted Hate Crime Classification and Estimation in Sweden
2025Open Access
Validating and Extracting Information from National Identification Numbers in R: The Case of Finland and Sweden
The R Journal·2025Open Access
Prediction-powered estimators for finite population statistics in highly imbalanced textual data: Public hate crime estimation
arXiv (Cornell University)·2025Open Access
Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison
Bayesian Analysis·2025· 4 citedOpen Access
Detecting Legal Citations in United Kingdom Court Judgments
2025Open Access
Frequentist Oracle Properties of Bayesian Stacking Estimators
arXiv (Cornell University)·2024Open Access
Seeded Topic Models in Digital Archives: Analyzing Interpretations of Immigration in Swedish Newspapers, 1945–2019
Sociological Methods & Research·2024· 2 citedOpen Access
posteriordb: Testing, Benchmarking and Developing Bayesian Inference Algorithms
arXiv (Cornell University)·2024Open Access
Formalising Anti-Discrimination Law in Automated Decision Systems
arXiv (Cornell University)·2024Open Access
The Cambridge Law Corpus: A Dataset for Legal AI Research
SSRN Electronic Journal·2024· 8 citedOpen Access
The Cambridge Law Corpus: A Dataset for Legal AI Research
arXiv (Cornell University)·2023· 7 citedOpen Access
Unbiased estimator for the variance of the leave-one-out cross-validation estimator for a Bayesian normal model with fixed variance
Communication in Statistics- Theory and Methods·2022· 13 cited
From Documents to Data: A Framework for Total Corpus Quality
Socius Sociological Research for a Dynamic World·2022· 14 citedOpen Access
Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models [R package loo version 2.4.1]
2020· 80 cited
Robust, Accurate Stochastic Optimization for Variational Inference
arXiv (Cornell University)·2020· 13 citedOpen Access
Unbiased estimator for the variance of the leave-one-out cross-validation estimator for a Bayesian normal model with fixed variance
arXiv (Cornell University)·2020· 1 citedOpen Access
Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison
arXiv (Cornell University)·2020· 98 citedOpen Access
Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data
Chalmers Research (Chalmers University of Technology)·2020· 3 cited
When are Bayesian model probabilities overconfident?
arXiv (Cornell University)·2020· 3 citedOpen Access
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Frequent Co-authors

Aki Vehtari(10), Leif Jonsson(9), Mattias Villani(6), Holli Sargeant(6), Tuomas Sivula(4), Michael Riis Andersen(4), Miriam Hurtado Bodell(4), Alexander Terenin(4), David Broman(4), Johan Jonasson(3), Andreas Östling(3), David Mimno(2), Asael Alonzo Matamoros(2), Paul‐Christian Bürkner(2), Martin Arvidsson(2), Huiyuan Xie(2), Ludwig Bull(2), Felix Steffek(2), Leo Lahti(2), Hannes Waldetoft(2)