Marko Järvenpää

According to our database, Marko Järvenpää authored at least 12 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Controllers' role in managerial sensemaking and information trust building in a business intelligence environment.

Marko Järvenpää, Zahirul Hoque, Toni Mättö, Antti Rautiainen

Int. J. Account. Inf. Syst., September, 2023

On predictive inference for intractable models via approximate Bayesian computation.

Marko Järvenpää, Jukka Corander

Stat. Comput., April, 2023

2020

Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation.

Marko Järvenpää, Aki Vehtari, Pekka Marttinen

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2019

A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation.

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

PLoS Comput. Biol., 2019

Batch simulations and uncertainty quantification in Gaussian process surrogate-based approximate Bayesian computation.

Marko Järvenpää, Aki Vehtari, Pekka Marttinen

CoRR, 2019

Parallel Gaussian process surrogate method to accelerate likelihood-free inference.

Marko Järvenpää, Michael U. Gutmann, Aki Vehtari, Pekka Marttinen

CoRR, 2019

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

J. Mach. Learn. Res., 2018

A Bayesian model of acquisition and clearance of bacterial colonization.

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

CoRR, 2018

2017

ELFI: Engine for Likelihood Free Inference.

Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Michael U. Gutmann, Aki Vehtari, Jukka Corander, Samuel Kaski

CoRR, 2017

2014

Bayesian analysis of GUHA hypotheses.

Robert Piché, Marko Järvenpää, Esko Turunen, Milan Simunek

J. Intell. Inf. Syst., 2014

2013

ERP in action - Challenges and benefits for management control in SME context.

Henri Teittinen, Jukka Pellinen, Marko Järvenpää

Int. J. Account. Inf. Syst., 2013

2008

A framework for a network-level performance measurement system in SME networks.

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

Int. J. Netw. Virtual Organisations, 2008