Hikaru Umeda

According to our database¹, Hikaru Umeda authored at least 3 papers in 2025.

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2025

Adaptive Batch Size and Learning Rate Scheduler for Stochastic Gradient Descent Based on Minimization of Stochastic First-order Oracle Complexity.

[BibT_eX]

[DOI]

CoRR, August, 2025

Optimal Growth Schedules for Batch Size and Learning Rate in SGD that Reduce SFO Complexity.

[BibT_eX]

[DOI]

CoRR, August, 2025

Increasing Both Batch Size and Learning Rate Accelerates Stochastic Gradient Descent.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2025