Benjamin J. Fehrman

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 3

Top Topics

Matrix Factorization

Error Estimates

Convergence Rate

Top Venues

SIAM J. Math. Anal.

J. Mach. Learn. Res.

Publications

Benjamin J. Fehrman, Benjamin Gess, Arnulf Jentzen
Convergence Rates for the Stochastic Gradient Descent Method for Non-Convex Objective Functions. J. Mach. Learn. Res. 21 (2020)
Benjamin J. Fehrman, Benjamin Gess, Arnulf Jentzen
Convergence rates for the stochastic gradient descent method for non-convex objective functions. CoRR (2019)
Peter Bella, Benjamin J. Fehrman, Julian Fischer, Felix Otto
Stochastic Homogenization of Linear Elliptic Equations: Higher-Order Error Estimates in Weak Norms Via Second-Order Correctors. SIAM J. Math. Anal. 49 (6) (2017)
Benjamin J. Fehrman
Stochastic Homogenization of Monotone Systems of Viscous Hamilton-Jacobi Equations with Convex Nonlinearities. SIAM J. Math. Anal. 45 (4) (2013)