Gloeckler, Manuel

6 publications

ICLR 2025 Compositional Simulation-Based Inference for Time Series Manuel Gloeckler, Shoji Toyota, Kenji Fukumizu, Jakob H. Macke
NeurIPS 2025 Effortless, Simulation-Efficient Bayesian Inference Using Tabular Foundation Models Julius Vetter, Manuel Gloeckler, Daniel Gedon, Jakob H. Macke
TMLR 2024 A Practical Guide to Sample-Based Statistical Distances for Evaluating Generative Models in Science Sebastian Bischoff, Alana Darcher, Michael Deistler, Richard Gao, Franziska Gerken, Manuel Gloeckler, Lisa Haxel, Jaivardhan Kapoor, Janne K Lappalainen, Jakob H. Macke, Guy Moss, Matthijs Pals, Felix C Pei, Rachel Rapp, A Erdem Sağtekin, Cornelius Schröder, Auguste Schulz, Zinovia Stefanidi, Shoji Toyota, Linda Ulmer, Julius Vetter
ICML 2024 All-in-One Simulation-Based Inference Manuel Gloeckler, Michael Deistler, Christian Dietrich Weilbach, Frank Wood, Jakob H. Macke
NeurIPS 2024 Inferring Stochastic Low-Rank Recurrent Neural Networks from Neural Data Matthijs Pals, A Erdem Sağtekin, Felix Pei, Manuel Gloeckler, Jakob H Macke
ICML 2023 Adversarial Robustness of Amortized Bayesian Inference Manuel Gloeckler, Michael Deistler, Jakob H. Macke