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Laplace approximation for logistic Gaussian process density estimation and regression

Laplace approximation for logistic Gaussian process density estimation and regression

J. Riihimaki
Aki Vehtari
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Papers citing "Laplace approximation for logistic Gaussian process density estimation and regression"

4 / 4 papers shown
Title
Efficient Bayesian Inference for a Gaussian Process Density Model
Efficient Bayesian Inference for a Gaussian Process Density Model
Christian Donner
Manfred Opper
29
14
0
29 May 2018
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
Aki Vehtari
Andrew Gelman
Jonah Gabry
29
3,984
0
16 Jul 2015
Approximate Inference for Nonstationary Heteroscedastic Gaussian process Regression
Approximate Inference for Nonstationary Heteroscedastic Gaussian process Regression
Ville Tolvanen
Pasi Jylänki
Aki Vehtari
41
60
0
22 Apr 2014
Bayesian Modeling with Gaussian Processes using the GPstuff Toolbox
Bayesian Modeling with Gaussian Processes using the GPstuff Toolbox
J. Vanhatalo
J. Riihimaki
Jouni Hartikainen
Pasi Jylänki
Ville Tolvanen
Aki Vehtari
GP
31
46
0
25 Jun 2012