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Publicationer information ikon

Graph Visualization With Latent Variable Models

Nybo, Kristian; Parkkinen, Juuso; Kaski, Samuel
-2009Publicationer information ikon

Building Blocks for Variational Bayesian Learning of Latent Variable Models

Referentgranskad
Raiko, Tapani; Valpola, Harri; Harva, Markus; Karhunen, Juha
Journal of Machine Learning Research2007Publicationer information ikon

Building Blocks for Hierarchical Latent Variable Models

Referentgranskad
Valpola, Harri; Raiko, T.; Karhunen, J.
-2001Publicationer information ikon

Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models

Referentgranskad
Öppen tillgång
Vehtari, Aki; Mononen, Tommi; Tolvanen, Ville; Sivula, Tuomas; Winther, Ole
Journal of Machine Learning Research2016Publicationer information ikon

A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models

Referentgranskad
Öppen tillgång
Rissanen, Severi; Marttinen, Pekka
Advances in Neural Information Processing Systems2021Publicationer information ikon

gllvm : Generalized Linear Latent Variable Models

Öppen tillgång
Niku, Jenni; Brooks, Wesley; Herliansyah, Riki; Hui, Francis K.C.; Taskinen, Sara; Warton, David I.;...
CRAN - The Comprehensive R Archive Network2017Publicationer information ikon

Graph Visualization With Latent Variable Models

Referentgranskad
Parkkinen, Juuso; Nybo, Kristian; Peltonen, Jaakko; Kaski, Samuel
ACM2010Publicationer information ikon

A Topography-Preserving Latent Variable Model with Learning Metrics

Referentgranskad
Kaski, Samuel; Sinkkonen, J.
SPRINGER2001Publicationer information ikon

Efficient estimation of generalized linear latent variable models

Referentgranskad
Öppen tillgång
DOI
10.1371/journal.pone.0216129
Niku, Jenni; Brooks, Wesley; Herliansyah, Riki; Hui, Francis K. C.; Taskinen, Sara; Warton, David I.
PLoS ONE2019Publicationer information ikon

Variational Approximations for Generalized Linear Latent Variable Models

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Öppen tillgång
DOI
10.1080/10618600.2016.1164708
Hui, Francis K. C.; Warton, David I.; Ormerod, John T.; Haapaniemi, Viivi; Taskinen, Sara
Journal of Computational and Graphical Statistics2017

Graph Visualization With Latent Variable Models

2009

Building Blocks for Variational Bayesian Learning of Latent Variable Models

Referentgranskad
2007

Building Blocks for Hierarchical Latent Variable Models

Referentgranskad
2001

Bayesian leave-one-out cross-validation approximations for Gaussian latent variable models

Referentgranskad
Öppen tillgång
2016

A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models

Referentgranskad
Öppen tillgång
2021

gllvm : Generalized Linear Latent Variable Models

Öppen tillgång
2017

Graph Visualization With Latent Variable Models

Referentgranskad
2010

A Topography-Preserving Latent Variable Model with Learning Metrics

Referentgranskad
2001

Efficient estimation of generalized linear latent variable models

Referentgranskad
Öppen tillgång
DOI
10.1371/journal.pone.0216129
2019

Variational Approximations for Generalized Linear Latent Variable Models

Referentgranskad
Öppen tillgång
DOI
10.1080/10618600.2016.1164708
2017