Bernstein, Jeremy

signSGD: Compressed Optimisation for Non-Convex Problems

Bernstein, J., Wang, Y.-X., Azizzadenesheli, K., & Anandkumar, A. (2018) · arXiv

Stochastic Gradient Optimization TechniquesMachine Learning and Data Classification

Cited by 541

Old Optimizer, New Norm: An Anthology

Bernstein, J., & Newhouse, L. (2024) · arXiv

Stochastic Gradient Optimization TechniquesNeural Networks and Applications

Cited by 196

A Spectral Condition for Feature Learning

Yang, G., Simon, J. B., & Bernstein, J. (2023) · arXiv

Stochastic Gradient Optimization TechniquesNeural Networks and Applications

Cited by 0