Publications
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