Fredrik Wrede
Fredrik Wrede
PhD student in Scientific Computing at Uppsala university
Verified email at
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Convolutional neural networks as summary statistics for approximate Bayesian computation
M Åkesson, P Singh, F Wrede, A Hellander
IEEE/ACM Transactions on Computational Biology and Bioinformatics 19 (6 …, 2021
Smart computational exploration of stochastic gene regulatory network models using human-in-the-loop semi-supervised learning
F Wrede, A Hellander
Bioinformatics 35 (24), 5199-5206, 2019
Epidemiological modeling in StochSS Live!
R Jiang, B Jacob, M Geiger, S Matthew, B Rumsey, P Singh, F Wrede, ...
Bioinformatics 37 (17), 2787-2788, 2021
Scalable machine learning-assisted model exploration and inference using Sciope
P Singh, F Wrede, A Hellander
Bioinformatics 37 (2), 279-281, 2021
Robust and integrative Bayesian neural networks for likelihood-free parameter inference
F Wrede, R Eriksson, R Jiang, L Petzold, S Engblom, A Hellander, ...
2022 International Joint Conference on Neural Networks (IJCNN), 1-10, 2022
Adapting the secretary hiring problem for optimal hot-cold tier placement under top-K workloads
B Blamey, F Wrede, J Karlsson, A Hellander, S Toor
2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2019
Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods
R Jiang, P Singh, F Wrede, A Hellander, L Petzold
PLoS computational biology 18 (1), e1009830, 2022
Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators
RM Jiang, F Wrede, P Singh, A Hellander, LR Petzold
BMC bioinformatics 22 (1), 339, 2021
Large-scale simulation-based experiments with stochastic models using machine learning-assisted approaches: Applications in systems biology using Markov jump processes
F Wrede
Acta Universitatis Upsaliensis, 2021
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