Caroline Geiersbach

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 8

Top Topics

Stochastic Models

Stochastic Optimization Problems

Top Venues

SIAM/ASA J. Uncertain. Quantification

Comput. Optim. Appl.

Publications

Caroline Geiersbach, Estefanía Loayza-Romero, Kathrin Welker
PDE-constrained shape optimization: towards product shape spaces and stochastic models. CoRR (2021)
Caroline Geiersbach, Estefanía Loayza-Romero, Kathrin Welker
Stochastic Approximation for Optimization in Shape Spaces. SIAM J. Optim. 31 (1) (2021)
Caroline Geiersbach, Teresa Scarinci
Stochastic proximal gradient methods for nonconvex problems in Hilbert spaces. Comput. Optim. Appl. 78 (3) (2021)
Caroline Geiersbach, Winnifried Wollner
Optimality Conditions for Convex Stochastic Optimization Problems in Banach Spaces with Almost Sure State Constraints. SIAM J. Optim. 31 (4) (2021)
Caroline Geiersbach, Winnifried Wollner
A Stochastic Gradient Method With Mesh Refinement for PDE-Constrained Optimization Under Uncertainty. SIAM J. Sci. Comput. 42 (5) (2020)
Caroline Geiersbach, Estefanía Loayza-Romero, Kathrin Welker
Stochastic approximation for optimization in shape spaces. CoRR (2020)
Caroline Geiersbach, Georg Ch. Pflug
Projected Stochastic Gradients for Convex Constrained Problems in Hilbert Spaces. SIAM J. Optim. 29 (3) (2019)
Caroline Geiersbach, Clemens Heitzinger, Gerhard Tulzer
Optimal Approximation of the First-Order Corrector in Multiscale Stochastic Elliptic PDE. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)