Fredrik Wrede - RankMe

12 papers B 2Journal 9

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. IEEE ACM Trans. Comput. Biol. Bioinform. Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander
2022	J	`jnl`	Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods. PLoS Comput. Biol. Richard M. Jiang, Prashant Singh, Fredrik Wrede, Andreas Hellander, Linda R. Petzold
2022	B	`conf`	Robust and integrative Bayesian neural networks for likelihood-free parameter inference. IJCNN Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh
2021	J	`jnl`	Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators. BMC Bioinform. Richard M. Jiang, Fredrik Wrede, Prashant Singh, Andreas Hellander, Linda R. Petzold
2021	J	`jnl`	Epidemiological modeling in StochSS Live! Bioinform. Richard M. Jiang, Bruno Jacob, Matthew Geiger, Sean Matthew, Bryan Rumsey, Prashant Singh, Fredrik Wrede, Tau-Mu Yi, Brian Drawert, Andreas Hellander, Linda R. Petzold
2021	—	`—`	Large-scale simulation-based experiments with stochastic models using machine learning-assisted approaches: Applications in systems biology using Markov jump processes. Fredrik Wrede
2021	J	`jnl`	Robust and integrative Bayesian neural networks for likelihood-free parameter inference. CoRR Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh
2021	J	`jnl`	Scalable machine learning-assisted model exploration and inference using Sciope. Bioinform. Prashant Singh, Fredrik Wrede, Andreas Hellander
2020	J	`jnl`	Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. CoRR Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander
2019	J	`jnl`	Adapting The Secretary Hiring Problem for Optimal Hot-Cold Tier Placement under Top-K Workloads. CoRR Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor
2019	B	`conf`	Adapting the Secretary Hiring Problem for Optimal Hot-Cold Tier Placement Under Top-K Workloads. CCGRID Ben Blamey, Fredrik Wrede, Johan Karlsson, Andreas Hellander, Salman Toor
2019	J	`jnl`	Smart computational exploration of stochastic gene regulatory network models using human-in-the-loop semi-supervised learning. Bioinform. Fredrik Wrede, Andreas Hellander