Fredrik Wrede

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 11

Top Topics

Supervised Learning

Exact Computation

Bayesian Methods

Top Venues

Publications

Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh
Robust and integrative Bayesian neural networks for likelihood-free parameter inference. IJCNN (2022)
Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Richard M. Jiang, Prashant Singh, Fredrik Wrede, Andreas Hellander, Linda R. Petzold
Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods. PLoS Comput. Biol. 18 (1) (2022)
Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh
Robust and integrative Bayesian neural networks for likelihood-free parameter inference. CoRR (2021)
Richard M. Jiang, Fredrik Wrede, Prashant Singh, Andreas Hellander, Linda R. Petzold
Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators. BMC Bioinform. 22 (1) (2021)
Richard M. Jiang, Bruno Jacob, Matthew Geiger, Sean Matthew, Bryan Rumsey, Prashant Singh, Fredrik Wrede, Tau-Mu Yi, Brian Drawert, Andreas Hellander, Linda Petzold
Epidemiological modeling in StochSS Live! Bioinform. 37 (17) (2021)
Prashant Singh, Fredrik Wrede, Andreas Hellander
Scalable machine learning-assisted model exploration and inference using Sciope. Bioinform. 37 (2) (2021)
Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. CoRR (2020)
Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor
Adapting The Secretary Hiring Problem for Optimal Hot-Cold Tier Placement under Top-K Workloads. CoRR (2019)
Fredrik Wrede, Andreas Hellander
Smart computational exploration of stochastic gene regulatory network models using human-in-the-loop semi-supervised learning. Bioinform. 35 (24) (2019)
Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor
Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K Workloads. CCGRID (2019)