Marko Järvenpää

13 papers A 1Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Approximate Bayesian inference from noisy likelihoods with Gaussian process emulated MCMC.
J. Mach. Learn. Res.
Marko Järvenpää, Jukka Corander
2023 J jnl
Controllers' role in managerial sensemaking and information trust building in a business intelligence environment.
Int. J. Account. Inf. Syst.
Marko Järvenpää, Zahirul Hoque, Toni Mättö, Antti Rautiainen
2023 J jnl
On predictive inference for intractable models via approximate Bayesian computation.
Stat. Comput.
Marko Järvenpää, Jukka Corander
2020 A conf
Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation.
UAI
Marko Järvenpää, Aki Vehtari, Pekka Marttinen
2019 J jnl
A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation.
PLoS Comput. Biol.
Marko Järvenpää, Mohamad R. Abdul Sater, Georgia K. Lagoudas, Paul C. Blainey, Loren G. Miller, James A. McKinnell, Susan S. Huang, Yonatan H. Grad, Pekka Marttinen
2019 J jnl
Batch simulations and uncertainty quantification in Gaussian process surrogate-based approximate Bayesian computation.
CoRR
Marko Järvenpää, Aki Vehtari, Pekka Marttinen
2019 J jnl
Parallel Gaussian process surrogate method to accelerate likelihood-free inference.
CoRR
Marko Järvenpää, Michael U. Gutmann, Aki Vehtari, Pekka Marttinen
2018 J jnl
A Bayesian model of acquisition and clearance of bacterial colonization.
CoRR
Marko Järvenpää, Mohamad R. Abdul Sater, Georgia K. Lagoudas, Paul C. Blainey, Loren G. Miller, James A. McKinnell, Susan S. Huang, Yonatan H. Grad, Pekka Marttinen
2018 J jnl
ELFI: Engine for Likelihood-Free Inference.
J. Mach. Learn. Res.
Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Pekka Marttinen, Michael U. Gutmann, Aki Vehtari, Jukka Corander, Samuel Kaski
2017 J jnl
ELFI: Engine for Likelihood Free Inference.
CoRR
Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Michael U. Gutmann, Aki Vehtari, Jukka Corander, Samuel Kaski
2014 J jnl
Bayesian analysis of GUHA hypotheses.
J. Intell. Inf. Syst.
Robert Piché, Marko Järvenpää, Esko Turunen, Milan Simunek
2013 J jnl
ERP in action - Challenges and benefits for management control in SME context.
Int. J. Account. Inf. Syst.
Henri Teittinen, Jukka Pellinen, Marko Järvenpää
2008 J jnl
A framework for a network-level performance measurement system in SME networks.
Int. J. Netw. Virtual Organisations
Elina Varamaki, Marko Kohtamaki, Marko Järvenpää, Tero Vuorinen, Erkki K. Laitinen, Kirsti Sorama, Tom Wingren, Jukka Vesalainen, Petri Helo, Tommi Tuominen, Timo Pihkala, Jarkko Tenhunen