Voss, Andreas

1. BayesFlow: Learning complex stochastic models with invertible neural networks
   2020/03/13 by Stefan T. Radev, Radev, Stefan T., Ulf K. Mertens +7 · 27 citations
   Computer Science · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Amortized Bayesian model comparison with evidential deep learning
   2020/04/22 by Radev, Stefan T., D'Alessandro, Marco, Mertens, Ulf K. +3 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. The helion charge radius from laser spectroscopy of muonic helium-3 ions
   2023/05/19 by The CREMA Collaboration, Karsten Schuhmann, Schuhmann, Karsten +76 · 6 citations
   Physics and Astronomy · Engineering · #Atomic and Molecular Physics #Particle accelerators and beam dynamics #Advanced Chemical Physics Studies
4. Validation and Comparison of Non-Stationary Cognitive Models: A Diffusion Model Application
   2023/12/07 by Lukas Schumacher, Martin Schnuerch, Schumacher, Lukas +5 · 3 citations
   Economics, Econometrics and Finance · Neuroscience · Psychology · #Complex Systems and Time Series Analysis #FOS: Biological sciences #FOS: Computer and information sciences #Mental Health Research Topics #Methodology (stat.ME) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
5. Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation
   2025/02/07 by Lasse Elsemüller, Valentin Pratz, Elsemüller, Lasse +11 · 1 voice · 5 citations
   Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Methodology (stat.ME) #cs.LG #stat.ME #stat.ML
6. Amortized Bayesian Inference for Models of Cognition
   2020/05/08 by Stefan T. Radev, Andreas Voß, Radev, Stefan T. +5 · 2 citations
   Computer Science · Neuroscience · #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function
7. A Bayesian brain model of adaptive behavior: An application to the\n Wisconsin Card Sorting Task
   2020/03/16 by Marco D’Alessandro, Stefan T. Radev, D'Alessandro, Marco +5 · 1 citation
   Computer Science · Neuroscience · #Bayesian Modeling and Causal Inference #FOS: Biological sciences #Functional Brain Connectivity Studies #Neural Networks and Applications #Neural and Behavioral Psychology Studies #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM)