Search Results for author: Mattias Åkesson

Found 2 papers, 1 papers with code

Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation

no code implementations31 Jan 2020 Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander

The proposed approach is demonstrated on two benchmark problem and one challenging inference problem learning parameters in a high-dimensional stochastic genetic oscillator.

Experimental Design Time Series +1

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