Järvenpää, Marko

3 publications

JMLR 2024 Approximate Bayesian Inference from Noisy Likelihoods with Gaussian Process Emulated MCMC Marko Järvenpää, Jukka Corander

UAI 2020 Batch Simulations and Uncertainty Quantification in Gaussian Process Surrogate Approximate Bayesian Computation Marko Jarvenpaa, Aki Vehtari, Pekka Marttinen

MLOSS 2018 ELFI: Engine for Likelihood-Free Inference Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Pekka Marttinen, Michael U. Gutmann, Aki Vehtari, Jukka Corander, Samuel Kaski