Concepedia

Måns Magnusson

MM

13

Publications

533

Citations

12

H-Index

2015

Active since

Affiliations

Linköping University(Current)

Aalto University

Uppsala University

Ericsson (Sweden)

KTH Royal Institute of Technology

Måns Magnusson is an author at Linköping University specializing in engineering, data science, and statistical inference.

Top concepts

EngineeringData ScienceStatisticsStatistical InferenceLanguageLinguisticsText MiningMachine TranslationComputational LinguisticsNatural Language Processing

Publications per year

2015–2022

13

Publications

13

Pulling Out the Stops: Rethinking Stopword Removal for Topic Models

Alexandra Schofield, Måns Magnusson, David Mimno · 2017 · 183 citations · Full text

Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison

Tuomas Sivula, Måns Magnusson, Asael Alonzo Matamoros et al. · arXiv (Cornell University) · 2020 · 98 citations · Full text

Efficient Leave-One-Out Cross-Validation and WAIC for Bayesian Models [R package loo version 2.4.1]

Aki Vehtari, Jonah Gabry, Måns Magnusson et al. · 2020 · 80 citations

Bayesian Statistic, Bayesian Statistics, Engineering +10

Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data

Måns Magnusson, Michael Riis Andersen, Johan Jonasson et al. · arXiv (Cornell University) · 2020 · 30 citations · Full text

Bayesian Statistics, Bayesian Model Comparison, Engineering +15

Interpretable Word Embeddings via Informative Priors

Miriam Hurtado Bodell, Martin Arvidsson, Måns Magnusson · 2019 · 24 citations · Full text

Natural Language Processing, Applied Linguistics, Engineering +14

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