67 citations · 117 across the 9 of their papers we have counts for
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stat.ML2023★ 3 cited
Towards black-box parameter estimation
Amanda Lenzi, Haavard Rue
Deep learning algorithms have recently shown to be a successful tool in estimating parameters of statistical models for which simulation is easy, but likelihood computation is chal…
stat.ML2020★ 19 cited
Parameter Estimation with Dense and Convolutional Neural Networks Applied to the FitzHugh-Nagumo ODE
Johann Rudi, Julie Bessac, Amanda Lenzi
Machine learning algorithms have been successfully used to approximate nonlinear maps under weak assumptions on the structure and properties of the maps. We present deep neural net…