Optimal Matrix-Mimetic Tensor Algebras via Variable Projection

Elizabeth Newman, Katherine Keegan

SIAM Journal on Matrix Analysis and Applications, vol. 46(3), 2025 Jul 29, pp. 1764-1790

Stable Tensor Neural Networks for Efficient Deep Learning

Elizabeth Newman, Lior Horesh, Haim Avron, Misha E. Kilmer

Frontiers in Big Data, vol. 7(2624-909X), 2024 May

Image reconstructions using sparse dictionary representations and implicit, non-negative mappings

Elizabeth Newman, Jack Michael Solomon, Matthias Chung

2023