Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation

Mattias Åkesson, Prashant Singh, Fredrik Wrede +1

Approximate Bayesian Computation is widely used in systems biology for inferring parameters in stochastic gene regulatory network models. Its performance hinges critically on the a…