Sho Yaida

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Gaussian Process

Learning Theories

Top Venues

Publications

Emily Dinan, Sho Yaida, Susan Zhang
Effective Theory of Transformers at Initialization. CoRR (2023)
Sho Yaida
Meta-Principled Family of Hyperparameter Scaling Strategies. CoRR (2022)
Daniel A. Roberts, Sho Yaida, Boris Hanin
The Principles of Deep Learning Theory. CoRR (2021)
Sho Yaida
Non-Gaussian processes and neural networks at finite widths. MSML (2020)
Judy Hoffman, Daniel A. Roberts, Sho Yaida
Robust Learning with Jacobian Regularization. CoRR (2019)
Sho Yaida
Fluctuation-dissipation relations for stochastic gradient descent. ICLR (Poster) (2019)
Sho Yaida
Non-Gaussian processes and neural networks at finite widths. CoRR (2019)
Sho Yaida
Fluctuation-dissipation relations for stochastic gradient descent. CoRR (2018)