Terrence Alsup

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Inverse Problems

Regularization Methods

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Terrence Alsup, Tucker Hartland, Benjamin Peherstorfer, Noemi Petra
Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models. Adv. Comput. Math. 50 (4) (2024)
Aimee Maurais, Terrence Alsup, Benjamin Peherstorfer, Youssef M. Marzouk
Multifidelity Covariance Estimation via Regression on the Manifold of Symmetric Positive Definite Matrices. CoRR (2023)
Terrence Alsup, Benjamin Peherstorfer
Context-Aware Surrogate Modeling for Balancing Approximation and Sampling Costs in Multifidelity Importance Sampling and Bayesian Inverse Problems. SIAM/ASA J. Uncertain. Quantification 11 (1) (2023)
Aimee Maurais, Terrence Alsup, Benjamin Peherstorfer, Youssef M. Marzouk
Multi-fidelity covariance estimation in the log-Euclidean geometry. CoRR (2023)
Aimee Maurais, Terrence Alsup, Benjamin Peherstorfer, Youssef M. Marzouk
Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry. ICML (2023)
Terrence Alsup, Tucker Hartland, Benjamin Peherstorfer, Noémi Petra
Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models. CoRR (2022)
Terrence Alsup, Luca Venturi, Benjamin Peherstorfer
Multilevel Stein variational gradient descent with applications to Bayesian inverse problems. CoRR (2021)
Terrence Alsup, Luca Venturi, Benjamin Peherstorfer
Multilevel Stein variational gradient descent with applications to Bayesian inverse problems. MSML (2021)
Terrence Alsup, Benjamin Peherstorfer
Context-aware surrogate modeling for balancing approximation and sampling costs in multi-fidelity importance sampling and Bayesian inverse problems. CoRR (2020)