Regularized EM algorithm for sparse parameter estimation in nonlinear dynamic systems with application to gene regulatory network inference

Eitemau Tebyg

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• Inference of gene regulatory networks with sparse structural equation models exploiting genetic perturbations.
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• Inference of Gene Regulatory Networks with Sparse Structural Equation Models Exploiting Genetic Perturbations
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• Gene regulatory network inference by point-based Gaussian approximation filters incorporating the prior information
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