Shoji Toyota

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Risk Minimization

Top Venues

Trans. Mach. Learn. Res.

Publications

Shoji Toyota, Kenji Fukumizu
Out-of-Distribution Optimality of Invariant Risk Minimization. Trans. Mach. Learn. Res. 2024 (2024)
Sebastian Bischoff, Alana Darcher, Michael Deistler, Richard Gao, Franziska Gerken, Manuel Glöckler, Lisa Haxel, Jaivardhan Kapoor, Janne K. Lappalainen, Jakob H. Macke, Guy Moss, Matthijs Pals, Felix Pei, Rachel Rapp, A Erdem Sagtekin, Cornelius Schröder, Auguste Schulz, Zinovia Stefanidi, Shoji Toyota, Linda Ulmer, Julius Vetter
A Practical Guide to Statistical Distances for Evaluating Generative Models in Science. CoRR (2024)
Shoji Toyota, Kenji Fukumizu
Out-of-Distribution Optimality of Invariant Risk Minimization. CoRR (2023)
Shoji Toyota, Kenji Fukumizu
Invariance Learning based on Label Hierarchy. CoRR (2022)
Shoji Toyota, Kenji Fukumizu
Invariance Learning based on Label Hierarchy. NeurIPS (2022)
Shoji Toyota
Geometry of Arimoto Algorithm. CoRR (2019)