Sota Nishiyama

According to our database¹, Sota Nishiyama authored at least 4 papers between 2024 and 2026.

Collaborative distances:

Timeline

Book In proceedings Article PhD thesis Dataset Other

2026

Dichotomy of Feature Learning and Unlearning: Fast-Slow Analysis on Neural Networks with Stochastic Gradient Descent.

[DOI]

CoRR, February, 2026

High-Dimensional Limit of Stochastic Gradient Flow via Dynamical Mean-Field Theory.

[DOI]

CoRR, February, 2026

2025

Precise Dynamics of Diagonal Linear Networks: A Unifying Analysis by Dynamical Mean-Field Theory.

[DOI]

CoRR, October, 2025

2024

Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions.

[DOI]

CoRR, 2024