Fredrik Wrede
Orcid: 0000-0002-9417-6618
According to our database1,
Fredrik Wrede
authored at least 9 papers
between 2019 and 2022.
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Bibliography
2022
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods.
PLoS Comput. Biol., 2022
Robust and integrative Bayesian neural networks for likelihood-free parameter inference.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
Large-scale simulation-based experiments with stochastic models using machine learning-assisted approaches: Applications in systems biology using Markov jump processes.
PhD thesis, 2021
Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators.
BMC Bioinform., 2021
Bioinform., 2021
2019
Smart computational exploration of stochastic gene regulatory network models using human-in-the-loop semi-supervised learning.
Bioinform., 2019
Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K Workloads.
Proceedings of the 19th IEEE/ACM International Symposium on Cluster, 2019