Wrede, Fredrik
- Convolutional Neural Networks as Summary Statistics for Approximate\n Bayesian Computation
2020/01/31 by Mattias Åkesson, Prashant Singh, Åkesson, Mattias +5 · 4 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods
- Robust and integrative Bayesian neural networks for likelihood-free parameter inference
2021/02/12 by Fredrik Wrede, Wrede, Fredrik, Robin Eriksson +11 · 1 citation
Computer Science · #Bayesian Methods and Mixture Models #FOS: Biological sciences #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Quantitative Methods (q-bio.QM)