Marko Järvenpää

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 9

Top Topics

Sparse Approximation

Gaussian Process

Top Venues

Int. J. Account. Inf. Syst.

J. Mach. Learn. Res.

Publications

Marko Järvenpää, Jukka Corander
On predictive inference for intractable models via approximate Bayesian computation. Stat. Comput. 33 (2) (2023)
Marko Järvenpää, Zahirul Hoque, Toni Mättö, Antti Rautiainen
Controllers' role in managerial sensemaking and information trust building in a business intelligence environment. Int. J. Account. Inf. Syst. 50 (2023)
Marko Järvenpää, Aki Vehtari, Pekka Marttinen
Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation. UAI (2020)
Marko Järvenpää, Michael U. Gutmann, Aki Vehtari, Pekka Marttinen
Parallel Gaussian process surrogate method to accelerate likelihood-free inference. CoRR (2019)
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
A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation. PLoS Comput. Biol. 15 (4) (2019)
Marko Järvenpää, Aki Vehtari, Pekka Marttinen
Batch simulations and uncertainty quantification in Gaussian process surrogate-based approximate Bayesian computation. CoRR (2019)
Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Pekka Marttinen, Michael U. Gutmann, Aki Vehtari, Jukka Corander, Samuel Kaski
ELFI: Engine for Likelihood-Free Inference. J. Mach. Learn. Res. 19 (2018)
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
A Bayesian model of acquisition and clearance of bacterial colonization. CoRR (2018)
Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Michael U. Gutmann, Aki Vehtari, Jukka Corander, Samuel Kaski
ELFI: Engine for Likelihood Free Inference. CoRR (2017)
Robert Piché, Marko Järvenpää, Esko Turunen, Milan Simunek
Bayesian analysis of GUHA hypotheses. J. Intell. Inf. Syst. 42 (1) (2014)
Henri Teittinen, Jukka Pellinen, Marko Järvenpää
ERP in action - Challenges and benefits for management control in SME context. Int. J. Account. Inf. Syst. 14 (4) (2013)
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
A framework for a network-level performance measurement system in SME networks. Int. J. Netw. Virtual Organisations 5 (3/4) (2008)