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Publications information icon

A graph-based N-body approximation with application to stochastic neighbor embedding

Peer-reviewed
DOI
10.1016/j.neunet.2015.11.007
Parviainen, Eli
Neural Networks2016Publications information icon

Stochastic Galerkin approximation of the Reynolds equation with irregular film thickness

Peer-reviewed
Open access
DOI
10.1016/j.camwa.2017.06.012
Gustafsson, Tom; Hakula, Harri; Leinonen, Matti
Computers and Mathematics with Applications2017Publications information icon

Markovian stochastic approximation with expanding projections

Peer-reviewed
Open access
DOI
10.3150/12-BEJ497
Andrieu, Christophe; Vihola, Matti
Bernoulli2014Publications information icon

Convergence of Markovian Stochastic Approximation with Discontinuous Dynamics

Peer-reviewed
Open access
DOI
10.1137/140962723
Fort, G.; Moulines, E.; Schreck, A.; Vihola, Matti
SIAM Journal on Control and Optimization2016Publications information icon

On Malliavin calculus and approximation of stochastic integrals for Lévy processes

Open access
Laukkarinen, Eija
Report / University of Jyväskylä, Department of Mathematics and Statistics2012Publications information icon

Stochastic gradient approximation: An efficient method to optimize many-body wave functions

Peer-reviewed
Open access
DOI
10.1103/PhysRevLett.79.1173
Harju, A.; Barbiellini, B.; Siljamäki, S.; Nieminen, R.M.; Ortiz, G.
PHYSICAL REVIEW LETTERS1997Publications information icon

Singular limits for stochastic equations

Peer-reviewed
Open access
DOI
10.1142/S0219493723500405
Blömker, Dirk; Tölle, Jonas M.
STOCHASTICS AND DYNAMICS2023Publications information icon

Approximation schemes for geometric coverage problems

Peer-reviewed
Open access
DOI
10.4230/LIPIcs.ESA.2018.17
Chaplick, Steven; De, Minati; Ravsky, Alexander; Spoerhase, Joachim
Leibniz International Proceedings in Informatics2018Publications information icon

The spindle approximation of network epidemiological modeling

Peer-reviewed
Open access
DOI
10.1088/1367-2630/ad4050
Mou, Jianhong; Dai, Bitao; Tan, Suoyi; Holme, Petter; Lehmann, Sune; Liljeros, Fredrik; Lu, Xin
New Journal of Physics2024Publications information icon

Stochastic Estimation of Bsf

Peer-reviewed
Ilomäki, Tuukka; Kortesniemi, Yki
International Computer Music Association ICMA2004

A graph-based N-body approximation with application to stochastic neighbor embedding

Peer-reviewed
DOI
10.1016/j.neunet.2015.11.007
2016

Stochastic Galerkin approximation of the Reynolds equation with irregular film thickness

Peer-reviewed
Open access
DOI
10.1016/j.camwa.2017.06.012
2017

Markovian stochastic approximation with expanding projections

Peer-reviewed
Open access
DOI
10.3150/12-BEJ497
2014

Convergence of Markovian Stochastic Approximation with Discontinuous Dynamics

Peer-reviewed
Open access
DOI
10.1137/140962723
2016

On Malliavin calculus and approximation of stochastic integrals for Lévy processes

Open access
2012

Stochastic gradient approximation: An efficient method to optimize many-body wave functions

Peer-reviewed
Open access
DOI
10.1103/PhysRevLett.79.1173
1997

Singular limits for stochastic equations

Peer-reviewed
Open access
DOI
10.1142/S0219493723500405
2023

Approximation schemes for geometric coverage problems

Peer-reviewed
Open access
DOI
10.4230/LIPIcs.ESA.2018.17
2018

The spindle approximation of network epidemiological modeling

Peer-reviewed
Open access
DOI
10.1088/1367-2630/ad4050
2024

Stochastic Estimation of Bsf

Peer-reviewed
2004