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Fredrik Wrede

Observed name: Wrede, Fredrik
Observed institution: Uppsala University
ORCID: 0000-0002-9417-6618
Observed ORCID: 0000-0002-9417-6618
OpenAlex ID: A5061098005
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation
2021 · Mattias Åkesson, Prashant Singh, et al. · IEEE Transactions on Computational Biology and Bioinformatics · 29
Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods
2022 · Richard Jiang, Prashant Singh, et al. · PLoS Computational Biology · 22
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Smart computational exploration of stochastic gene regulatory network models using human-in-the-loop semi-supervised learning
2019 · Fredrik Wrede, Andreas Hellander · Bioinformatics · 15
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Scalable machine learning-assisted model exploration and inference using Sciope
2020 · Prashant Singh, Fredrik Wrede, et al. · Bioinformatics · 9
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Epidemiological modeling in StochSS Live!
2021 · Richard Jiang, Bruno Jacob, et al. · Bioinformatics · 8
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Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K Workloads
2019 · Ben Blamey, Fredrik Wrede, et al. · IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid) · 7
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Robust and integrative Bayesian neural networks for likelihood-free parameter inference
2022 · Fredrik Wrede, Robin Eriksson, et al. · 2022 International Joint Conference on Neural Networks (IJCNN) · 2
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Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators
2021 · Richard M. Jiang, Fredrik Wrede, et al. · BMC Bioinformatics · 2
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FEDn – A Scalable Federated Machine Learning Framework for Cross-Device and Cross-Silo Environments
2024 · Fredrik Wrede, Viktor Valadi · 1
An Explorative Parameter Sweep: Spatial-temporal Data Mining in Stochastic Reaction-diffusion Simulations
2016 · Fredrik Wrede · KTH Publication Database DiVA (KTH Royal Institute of Technology) · 1
FEDn – A Scalable Federated Machine Learning Framework for Cross-Device and Cross-Silo Environments
2024 · Fredrik Wrede, Viktor Valadi · Intelligent Cybersecurity Conference (ICSC)
Large-scale simulation-based experiments with stochastic models using machine learning-assisted approaches : Applications in systems biology using Markov jump processes
2021 · Fredrik Wrede · Uppsala University Publications (Uppsala University)
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation
2020 · {\AA}kesson, Mattias, Singh, Prashant, et al. · arXiv (Cornell University)
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Introduction to RNA interference and bioinformatics: in search of small RNAs in Giardia muris
2014 · Fredrik Wrede
Works count: 16
Citation count: 96
H-index: 6
I10-index: 3
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