Image reconstructions using sparse dictionary representations and implicit, non-negative mappings. - Elizabeth Newman; Jack Michael Solomon; Matthias Chung (CoRR, 2023)

Sparse L1-Autoencoders for Scientific Data Compression. - Matthias Chung; Rick Archibald; Paul J. Atzberger; Jack Michael Solomon (CoRR, 2024)

Fast ℓ1-Regularized EEG Source Localization Using Variable Projection. - Jack Michael Solomon; Rosemary Renaut; Matthias Chung (CoRR, 2025)