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Disambiguation of "Vehtari, Aki"

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Understanding predictive information criteria for Bayesian models.

, , and . Stat. Comput., 24 (6): 997-1016 (2014)

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Aki Vehtari

Aki Höltken

Aki Shimamura

Amer Akier

Talal Akili

 

Other publications of authors with the same name

Hierarchical Bayesian estimates of distributed MEG sources: Theoretical aspects and comparison of variational and MCMC methods., , , , , , and . NeuroImage, 35 (2): 669-685 (2007)Iterative Supervised Principal Components., and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 106-114. PMLR, (2018)ELFI: Engine for Likelihood-Free Inference., , , , , , , , , and . J. Mach. Learn. Res., (2018)Chained Gaussian Processes., , , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 1431-1440. JMLR.org, (2016)Gaussian processes with monotonicity information., and . AISTATS, volume 9 of JMLR Proceedings, page 645-652. JMLR.org, (2010)What are the most important statistical ideas of the past 50 years?, and . (2020)cite arxiv:2012.00174.Expectation propagation for nonstationary heteroscedastic Gaussian process regression., , and . MLSP, page 1-6. IEEE, (2014)Exploring the lipoprotein composition using Bayesian regression on serum lipidomic profiles., , , , , , , , and . ISMB/ECCB (Supplement of Bioinformatics), page 519-528. (2007)An interpretable probabilistic machine learning method for heterogeneous longitudinal studies., , , and . CoRR, (2019)Hamiltonian Monte Carlo using an embedded Laplace approximation, , , and . (2020)cite arxiv:2004.12550Comment: 16 pages, 12 figures.