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Fredrik Wrede
Fredrik Wrede
PhD student in Scientific Computing at Uppsala university
Verified email at it.uu.se
Title
Cited by
Cited by
Year
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
402021
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
232019
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
112022
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
102021
Scalable machine learning-assisted model exploration and inference using Sciope
P Singh, F Wrede, A Hellander
Bioinformatics 37 (2), 279-281, 2021
92021
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
82022
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
82019
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
12021
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
2021
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