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stat.ME2023
KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows
Zina-Sabrina Duma, Jouni Susiluoto, Otto Lamminpää +3
Partial Least-Squares (PLS) Regression is a widely used tool in chemometrics for performing multivariate regression. PLS is a bi-linear method that has a limited capacity of modell…
nlin.CG2023
Parameter estimation for cellular automata
Alexey Kazarnikov, Nadja Ray, Heikki Haario +2
Self-organizing complex systems can be modeled using cellular automaton models. However, the parametrization of these models is crucial and significantly determines the resulting s…