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Andrzej Kaluza
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 4
Top Topics
Nonlinear Regression
Markov Models
Deep Learning
Signal Dependent Noise
Top Venues
CoRR
Appl. Math. Comput.
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Publications
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Andrzej Kaluza
,
Pawel M. Morkisz
,
Bartlomiej Mulewicz
,
Pawel Przybylowicz
,
Martyna Wiacek
Deep learning-based estimation of time-dependent parameters in Markov models with application to nonlinear regression and SDEs.
Appl. Math. Comput.
480 (2024)
Andrzej Kaluza
,
Pawel M. Morkisz
,
Bartlomiej Mulewicz
,
Pawel Przybylowicz
,
Martyna Wiacek
Deep learning-based estimation of time-dependent parameters in Markov models with application to nonlinear regression and SDEs.
CoRR
(2023)
Marcin Baranek
,
Andrzej Kaluza
,
Pawel M. Morkisz
,
Pawel Przybylowicz
,
Michal Sobieraj
On the randomized Euler algorithm under inexact information.
CoRR
(2023)
Andrzej Kaluza
,
Pawel M. Morkisz
,
Pawel Przybylowicz
Optimal approximation of stochastic integrals in analytic noise model.
Appl. Math. Comput.
356 (2019)