Sivula, Tuomas

2 publications

JMLR 2020 Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data Aki Vehtari, Andrew Gelman, Tuomas Sivula, Pasi Jylänki, Dustin Tran, Swupnil Sahai, Paul Blomstedt, John P. Cunningham, David Schiminovich, Christian P. Robert

JMLR 2016 Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models Aki Vehtari, Tommi Mononen, Ville Tolvanen, Tuomas Sivula, Ole Winther