Researcher profile · Semantic Scholar

Marko Järvenpää

h-index: 8
Works: 33
Citations: 265

Most-cited papers

ELFI: Engine for Likelihood Free Inference
Jarno Lintusaari, H. Vuollekoski, A. Kangasrääsiö, Kusti Skytén +6 more
2016Journal of machine learning research82 citations
Semantic Scholar
Collective identity, institutional logic and environmental management accounting change
Marko Järvenpää, Aapo Länsiluoto
201643 citations
Semantic Scholar
Performance measurement system in the situation of simultaneous vertical and horizontal integration
J. Pellinen, Henri Teittinen, Marko Järvenpää
201627 citations
Semantic Scholar
Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation
Marko Järvenpää, Aki Vehtari, Pekka Marttinen
2019Conference on Uncertainty in Artificial Intelligence15 citations
Semantic Scholar
Data-based stochastic modeling of tree growth and structure formation
Ilya Potapov, Marko Järvenpää, Markku Åkerblom, P. Raumonen +1 more
201515 citations Open access
Semantic Scholar
Business intelligence in decision making in Finnish enterprises
Erno Nykänen, Marko Järvenpää, Henri Teittinen
201613 citations
Semantic Scholar
A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation
Marko Järvenpää, Mohamad R. Abdul Sater, G. Lagoudas, P. Blainey +5 more
2018bioRxiv12 citations Open access
Semantic Scholar
Approximate Bayesian inference from noisy likelihoods with Gaussian process emulated MCMC
Marko Järvenpää, J. Corander
2021Journal of machine learning research9 citations
Semantic Scholar
The Tasks and Characteristics of Management Accountants : Insights from Finnish Recruitment Processes
Lauri Lepistö, Marko Järvenpää, Eeva-Mari Ihantola, Iida Tuuri
20177 citations
Semantic Scholar
Bayesian analysis of GUHA hypotheses
R. Piché, Marko Järvenpää, E. Turunen, M. Simunek
2013Journal of Intelligence and Information Systems7 citations
Semantic Scholar
Bayes Forest: a data-intensive generator of morphological tree clones
Ilya Potapov, Marko Järvenpää, Markku Åkerblom, P. Raumonen +1 more
2017GigaScience6 citations Open access
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THE ROLE OF BIG DATA IN FINNISH COMPANIES AND THE IMPLICATIONS OF BIG DATA ON MANAGEMENT ACCOUNTING
Marko Järvenpää
20166 citations
Semantic Scholar
Parallel Gaussian process surrogate method to accelerate likelihood-free inference
Marko Järvenpää, Michael U Gutmann, Aki Vehtari, Pekka Marttinen
2019arXiv.org4 citations
Semantic Scholar
Antenarratives in Ongoing Strategic Change: Using the Story Index to Capture Daunting and Optimistic Futures
T. Auvinen, P. Sajasalo, Teppo Sintonen, T. Takala +1 more
20184 citations
Semantic Scholar
On predictive inference for intractable models via approximate Bayesian computation
Marko Järvenpää, J. Corander
2022Statistics and computing3 citations Open access
Semantic Scholar
Soil carbon model Yasso15-Bayesian calibration using worldwide litter decomposition and carbon stock data (MANUSCRIPT IN PREPARATION)
Marko Järvenpää, Anna Repo, A. Akujärvi, M. Kaasalainen +1 more
20183 citations
Semantic Scholar
Quality management in the public sector accounting department - (un)avoidable quality costs and unlikely financial impacts
Toni Mättö, Marko Järvenpää, A. Rautiainen, Kari Sippola
20173 citations Open access
Semantic Scholar
Bayesian Hierarchical Model of Total Variation Regularisation for Image Deblurring
Marko Järvenpää, Robert Pich'e
20143 citations
Semantic Scholar
As a researcher
Marko Järvenpää
20142 citations
Semantic Scholar
A non-adaptive demographic mechanism for genome expansion in Streptomyces
Mallory J. Choudoir, Marko Järvenpää, Pekka Marttinen, D. Buckley
2021bioRxiv1 citations Open access
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Legitimointistrategioiden käyttö kuntien ympäristöraportoinnissa
Tanja Nybom, Aila Virtanen, Marko Järvenpää
20200 citations Open access
Semantic Scholar
Gaussian Process Surrogate Methods for Sample-Efficient Approximate Bayesian Computation ; Gaussin prosessi -surrogaattimenetelmiä likimääräiseen Bayesilaiseen päättelyyn
Marko Järvenpää
20200 citations
Semantic Scholar
Improving reduction kinetics and cobalt recovery in nickel slag cleaning furnace conditions
Marko Järvenpää
20200 citations
Semantic Scholar
Goodwill and Ethics : Evidence from Finland
Suvi Vallius, A. Rautiainen, Aila Virtanen, Marko Järvenpää
20190 citations
Semantic Scholar
A Bayesian model of acquisition and clearance of bacterial colonization incorporating within-host variation-Supplementary Text S 1
Marko Järvenpää, Mohamad R. Abdul Sater, G. Lagoudas, P. Blainey +5 more
20190 citations
Semantic Scholar
Efficient acquisition rules for model-based approximate Bayesian computation
Marko Järvenpää, Michael U Gutmann, Arijus Pleska, Aki Vehtari +2 more
20180 citations
Semantic Scholar
Phase 1 : Update prior using external data WF simulation ABC : Data Distance distributions Updated prior MCMC : Posterior Data Phase 2 : Compute posterior using data Phase 2 A : Precompute
Marko Järvenpää, Mohamad R. Abdul Sater, G. Lagoudas, P. Blainey +6 more
20180 citations
Semantic Scholar
A Bayesian model of acquisition and clearance of bacterial colonization
Marko Järvenpää, Mohamad R. Abdul Sater, G. Lagoudas, P. Blainey +5 more
2018arXiv.org0 citations
Semantic Scholar
A generator of morphological clones for plant species
Ilya Potapov, Marko Järvenpää, Markku Åkerblom, P. Raumonen +1 more
2017bioRxiv0 citations Open access
Semantic Scholar
Narratives on the Accounting Worldview of Practising Managers
Pasi Aaltola, Marko Järvenpää
20170 citations
Semantic Scholar
ELFI, a software package for likelihood-free inference
Jarno Lintusaari, H. Vuollekoski, A. Kangasrääsiö, Kusti Skytén +5 more
2017International Conference on Machine Learning0 citations
Semantic Scholar
Developing a sampling system for quality control tests based on statistical data
Marko Järvenpää
20170 citations
Semantic Scholar
Bayesian Hierarchical Modelling for Image Processing Inverse Problems
Marko Järvenpää
20130 citations
Semantic Scholar

M. Kaasalainen

×4

Mohamad R. Abdul Sater×4

G. Lagoudas×4

P. Blainey×4

J. McKinnell×4

Y. Grad×4

Ilya Potapov×3

Markku Åkerblom×3