Topi Paananen

Publications

192

Citations

H-Index

2017

Active since

Affiliations

Helsinki Institute for Information Technology(Current)

Aalto University

Topi Paananen is an author at Helsinki Institute for Information Technology specializing in engineering, statistical inference, and bayesian inference.

ORCID

Top concepts

StatisticsEngineeringData ScienceBayesian InferenceStatistical InferencePublic HealthBayesian MethodsMachine LearningBayesian StatisticsKnowledge Discovery

Publications per year

2017–2023

Publications

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

Implicitly adaptive importance sampling

Topi Paananen, Juho Piironen, Paul‐Christian Bürkner et al. · Statistics and Computing · 2021 · 38 citations · Full text

Engineering, Machine Learning, Data Science +15

Variable selection for Gaussian processes via sensitivity analysis of the posterior predictive distribution

Topi Paananen, Juho Piironen, Michael Riis Andersen et al. · arXiv (Cornell University) · 2017 · 32 citations · Full text

Automatic Relevance Determination, Engineering, Machine Learning +18

Detecting and diagnosing prior and likelihood sensitivity with power-scaling

Noa Kallioinen, Topi Paananen, Paul‐Christian Bürkner et al. · Statistics and Computing · 2023 · 32 citations · Full text

Bayesian Statistic, Engineering, Bayesian Inference +17

Detecting and diagnosing prior and likelihood sensitivity with power-scaling

Noa Kallioinen, Topi Paananen, Paul‐Christian Bürkner et al. · arXiv (Cornell University) · 2021 · 10 citations · Full text

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