Toyota, Shoji

4 publications

ICLR 2025 Compositional Simulation-Based Inference for Time Series Manuel Gloeckler, Shoji Toyota, Kenji Fukumizu, 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

TMLR 2024 Out-of-Distribution Optimality of Invariant Risk Minimization Shoji Toyota, Kenji Fukumizu

NeurIPS 2022 Invariance Learning Based on Label Hierarchy Shoji Toyota, Kenji Fukumizu