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07/09/2023
Bayesian estimation of the Kullback-Leibler divergence for categorical sytems using mixtures of Dirichlet priors
In many applications in biology, engineering and economics, identifying ...
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06/03/2021
MINIMALIST: Mutual INformatIon Maximization for Amortized Likelihood Inference from Sampled Trajectories
Simulation-based inference enables learning the parameters of a model ev...
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01/16/2021
The Connection between Discrete- and Continuous-Time Descriptions of Gaussian Continuous Processes
Learning the continuous equations of motion from discrete observations i...
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06/11/2020
