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Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data
by
Robert, Christian
,
Aki, Vehtari
,
Andrew, Gelman
,
Tuomas, Sivula
,
Pasi, Jylänki
,
Dustin, Tran
,
Swupnil, Sahai
,
Paul, Blomstedt
,
John P, Cunningham
,
David, Schiminovich
Published in
Journal of machine learning research
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Resolving outbreak dynamics using approximate Bayesian computation for stochastic birth–death models
by
Lintusaari, Jarno
,
Blomstedt, Paul
,
Rose, Brittany
,
Sivula, Tuomas
,
Gutmann, Michael U.
,
Kaski, Samuel
,
Corander, Jukka
Published in
Wellcome open research
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Unbiased estimator for the variance of the leave-one-out cross-validation estimator for a Bayesian normal model with fixed variance
by
Sivula, Tuomas
,
Magnusson, Måns
,
Vehtari, Aki
Published in
Communications in statistics. Theory and methods
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Meta-Analysis of Bayesian Analyses
by
Blomstedt, Paul
,
Mesquita, Diego
,
Rivasplata, Omar
,
Lintusaari, Jarno
,
Sivula, Tuomas
,
Corander, Jukka
,
Kaski, Samuel
Published in
Bayesian analysis
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Resolving outbreak dynamics using approximate Bayesian computation for stochastic birth-death models
by
Lintusaari, Jarno
,
Blomstedt, Paul
,
Sivula, Tuomas
,
Gutmann, Michael U.
,
Kaski, Samuel
,
Corander, Jukka
Published in
Wellcome open research
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Meta-analysis of Bayesian analyses
by
Blomstedt, Paul
,
Mesquita, Diego
,
Rivasplata, Omar
,
Lintusaari, Jarno
,
Sivula, Tuomas
,
Corander, Jukka
,
Kaski, Samuel
Published in
arXiv.org
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Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison
by
Sivula, Tuomas
,
Magnusson, Måns
,
Asael Alonzo Matamoros
,
Vehtari, Aki
Published in
arXiv.org
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Unbiased estimator for the variance of the leave-one-out cross-validation estimator for a Bayesian normal model with fixed variance
by
Sivula, Tuomas
,
Magnusson, Måns
,
Vehtari, Aki
Published in
arXiv.org
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Alarm Prediction in LTE Networks
by
Holmbacka, Simon
,
Niemela, Jarno
,
Karikallio, Henri
,
Sunila, Karri
,
Raiskinen, Ilkka
,
Siivola, Eero
,
Piironen, Juho
,
Sivula, Tuomas
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Conference Proceeding
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Resolving outbreak dynamics using approximate bayesian computation for stochastic birth-death models
by
Lintusaari, Jarno
,
Blomstedt, Paul
,
Rose, Brittany
,
Sivula, Tuomas
,
Gutmann, Michael U
,
Kaski, Samuel
,
Corander, Jukka
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Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models
by
Vehtari, Aki
,
Mononen, Tommi
,
Tolvanen, Ville
,
Sivula, Tuomas
,
Winther, Ole
Published in
arXiv.org
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Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data
by
Vehtari, Aki
,
Gelman, Andrew
,
Sivula, Tuomas
,
Jylänki, Pasi
,
Tran, Dustin
,
Sahai, Swupnil
,
Blomstedt, Paul
,
Cunningham, John P
,
Schiminovich, David
,
Christian, Robert
Published in
arXiv.org
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