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Publicationer information ikon

Do-calculus when the True Graph is Unknown

Referentgranskad
Hyttinen, Antti; Eberhardt, Frederick; Järvisalo, Matti Juhani
Uncertainty in artificial intelligence2015Publicationer information ikon

Uncertainty-aware Sensitivity Analysis Using Rényi Divergences

Referentgranskad
Öppen tillgång
Paananen, Topi; Andersen, Michael; Vehtari, Aki
Proceedings of Machine Learning Research2021Publicationer information ikon

Propagation of modeling uncertainty in stochastic heat-transfer simulation using a chain of deterministic models

Referentgranskad
Öppen tillgång
DOI
10.1615/Int.J.UncertaintyQuantification.2018027275
Paudel, Deepak; Hostikka, Simo
International Journal for Uncertainty Quantification2019Publicationer information ikon

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

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Järvenpää, Marko; Vehtari, Aki; Marttinen, Pekka
Proceedings of Machine Learning Research2020Publicationer information ikon

Linear Regression Approach to Fuzzy Cognitive Maps with History Data

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Öppen tillgång
DOI
10.2991/asum.k.210827.045
Niskanen, Vesa A.
Atlantis Studies in Uncertainty Modelling2021Publicationer information ikon

PARAMETER ESTIMATION OF STOCHASTIC CHAOTIC SYSTEMS

Referentgranskad
DOI
10.1615/Int.J.UncertaintyQuantification.2020032807
Maraia, Ramona; Springer, Sebastian; Haario, Heikki; Hakkarainen, Janne; Saksman, Eero
International journal for uncertainty quantification2021Publicationer information ikon

EMPIRICAL EVALUATION OF BAYESIAN OPTIMIZATION IN PARAMETRIC TUNING OF CHAOTIC SYSTEMS

Referentgranskad
DOI
10.1615/Int.J.UncertaintyQuantification.2015015545
Abbas, Mudassar; Ilin, Alexander; Solonen, Antti; Hakkarainen, Janne; Oja, Erkki; Jarvinen, Heikki
International journal for uncertainty quantification2016Publicationer information ikon

Lowering uncertainty of cancer classification

Referentgranskad
Okun, Oleg & Priisalu, H
-2008Publicationer information ikon

Ontological uncertainty and semantic uncertainty in global network organizations

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Fox, Stephen
VTT Working Papers2008Publicationer information ikon

Asymptotic bounds for smoothness parameter estimates in Gaussian process interpolation

Referentgranskad
Öppen tillgång
DOI
10.1137/22M149288X
Karvonen, Toni
SIAM/ASA journal on uncertainty quantification2023

Do-calculus when the True Graph is Unknown

Referentgranskad
2015

Uncertainty-aware Sensitivity Analysis Using Rényi Divergences

Referentgranskad
Öppen tillgång
2021

Propagation of modeling uncertainty in stochastic heat-transfer simulation using a chain of deterministic models

Referentgranskad
Öppen tillgång
DOI
10.1615/Int.J.UncertaintyQuantification.2018027275
2019

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

Referentgranskad
Öppen tillgång
2020

Linear Regression Approach to Fuzzy Cognitive Maps with History Data

Referentgranskad
Öppen tillgång
DOI
10.2991/asum.k.210827.045
2021

PARAMETER ESTIMATION OF STOCHASTIC CHAOTIC SYSTEMS

Referentgranskad
DOI
10.1615/Int.J.UncertaintyQuantification.2020032807
2021

EMPIRICAL EVALUATION OF BAYESIAN OPTIMIZATION IN PARAMETRIC TUNING OF CHAOTIC SYSTEMS

Referentgranskad
DOI
10.1615/Int.J.UncertaintyQuantification.2015015545
2016

Lowering uncertainty of cancer classification

Referentgranskad
2008

Ontological uncertainty and semantic uncertainty in global network organizations

Öppen tillgång
2008

Asymptotic bounds for smoothness parameter estimates in Gaussian process interpolation

Referentgranskad
Öppen tillgång
DOI
10.1137/22M149288X
2023