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Ryo Karakida
Researcher
PaperA Unified Framework for Critical Scaling of Inverse Temperature in Self-AttentionAuthorship / preprint / 2026Tomohiro HayaseCo-authorship / ResearcherPaperUnderstanding Approximate Fisher Information for Fast Convergence of Natural Gradient Descent in Wide Neural NetworksAuthorship / preprint / 2020PaperLearning Curves for Continual Learning in Neural Networks: Self-Knowledge Transfer and ForgettingAuthorship / preprint / 2022TopicMachine LearningWorks on / 49008 worksTopicmath.PRWorks on / 7239 worksPaperInfinite-Width Limit of a Single Attention Layer: Analysis via Tensor ProgramsAuthorship / preprint / 2026PaperThe Impact of Anisotropic Covariance Structure on the Training Dynamics and Generalization Error of Linear NetworksAuthorship / preprint / 2026