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2020 – today
- 2024
[j1]Shoji Toyota, Kenji Fukumizu:
Out-of-Distribution Optimality of Invariant Risk Minimization. Trans. Mach. Learn. Res. 2024 (2024)- [i4]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 abs/2403.12636 (2024) - 2023
- [i3]Shoji Toyota, Kenji Fukumizu:
Out-of-Distribution Optimality of Invariant Risk Minimization. CoRR abs/2307.11972 (2023) - 2022
- [c1]Shoji Toyota, Kenji Fukumizu:
Invariance Learning based on Label Hierarchy. NeurIPS 2022 - [i2]Shoji Toyota, Kenji Fukumizu:
Invariance Learning based on Label Hierarchy. CoRR abs/2203.15549 (2022)
2010 – 2019
- 2019
- [i1]Shoji Toyota:
Geometry of Arimoto Algorithm. CoRR abs/1902.05228 (2019)
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