Terrence Alsup

Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models

N. Petra, Benjamin Peherstorfer, Tucker Hartland, 2022, 2212.03366.

Context-aware surrogate modeling for balancing approximation and sampling costs in multi-fidelity importance sampling and Bayesian inverse problems

Benjamin Peherstorfer, Terrence Alsup, B. Peherstorfer, 2020, SIAM/ASA J. Uncertain. Quantification.

Multifidelity Covariance Estimation via Regression on the Manifold of Symmetric Positive Definite Matrices

Y. Marzouk, Benjamin Peherstorfer, Terrence Alsup, 2023, ArXiv.

Multi-fidelity covariance estimation in the log-Euclidean geometry

Y. Marzouk, Benjamin Peherstorfer, Terrence Alsup, 2023, ICML.

Multilevel Stein variational gradient descent with applications to Bayesian inverse problems

Luca Venturi, Terrence Alsup, B. Peherstorfer, 2021, MSML.

Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models

N. Petra, Tucker Hartland, Terrence Alsup, 2022, ArXiv.

Multifidelity Covariance Estimation via Regression on the Manifold of Symmetric Positive Definite Matrices

Y. Marzouk, Terrence Alsup, A. Maurais, 2023, ArXiv.