Elsemüller, Lasse

1. BayesFlow: Amortized Bayesian Workflows With Neural Networks
   2023/06/28 by Stefan T. Radev, Marvin Schmitt, Radev, Stefan T +13 · 6 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
2. A Deep Learning Method for Comparing Bayesian Hierarchical Models
   2023/01/27 by Lasse Elsemüller, Martin Schnuerch, Elsemüller, Lasse +5 · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
3. Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? A Systematic Evaluation
   2025/02/07 by Lasse Elsemüller, Valentin Pratz, Elsemüller, Lasse +9 · 3 citations
   Computer Science · #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)