Stefan Perko

According to our database¹, Stefan Perko authored at least 5 papers between 2023 and 2025.

Collaborative distances:

Timeline

Book In proceedings Article PhD thesis Dataset Other

2025

Towards Continuous-Time Approximations for Stochastic Gradient Descent without Replacement.

[DOI]

CoRR, December, 2025

Modified Equations for Stochastic Optimization.

[DOI]

CoRR, November, 2025

2024

A Comparison of Continuous-Time Approximations to Stochastic Gradient Descent.

[DOI]

J. Mach. Learn. Res., 2024

Learning to steer with Brownian noise.

[DOI]

CoRR, 2024

2023

Unlocking optimal batch size schedules using continuous-time control and perturbation theory.

[DOI]

CoRR, 2023