Jonathan Wittmer

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 4

Top Topics

Regularization Methods

Inverse Problems

Smoothness Constraint

Top Venues

Publications

Jonathan Wittmer, Jacob Badger, Hari Sundar, Tan Bui-Thanh
An autoencoder compression approach for accelerating large-scale inverse problems. CoRR (2023)
Jonathan Wittmer, C. G. Krishnanunni, Hai Van Nguyen, Tan Bui-Thanh
On Unifying Randomized Methods For Inverse Problems. CoRR (2023)
Hai Van Nguyen, Jonathan Wittmer, Tan Bui-Thanh
DIAS: A Data-Informed Active Subspace Regularization Framework for Inverse Problems. Comput. 10 (3) (2022)
Hwan Goh, Sheroze Sheriffdeen, Jonathan Wittmer, Tan Bui-Thanh
Solving Bayesian Inverse Problems via Variational Autoencoders. MSML (2021)