Elizabeth Newman

18 papers Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Boost Like a (Var)Pro: Trust-Region Gradient Boosting via Variable Projection.
CoRR
Abhijit Chowdhary, Elizabeth Newman, Deepanshu Verma
2025 J jnl
Optimal Matrix-Mimetic Tensor Algebras via Variable Projection.
SIAM J. Matrix Anal. Appl.
Elizabeth Newman, Katherine Keegan
2025 J jnl
Tensor-Tensor Products, Group Representations, and Semidefinite Programming.
CoRR
Alex Dunbar, Elizabeth Newman
2024 J jnl
Optimal Matrix-Mimetic Tensor Algebras via Variable Projection.
CoRR
Elizabeth Newman, Katherine Keegan
2024 J jnl
Projected Tensor-Tensor Products for Efficient Computation of Optimal Multiway Data Representations.
CoRR
Katherine Keegan, Elizabeth Newman
2024 J jnl
Stable tensor neural networks for efficient deep learning.
Frontiers Big Data
Elizabeth Newman, Lior Horesh, Haim Avron, Misha E. Kilmer
2023 J jnl
Image reconstructions using sparse dictionary representations and implicit, non-negative mappings.
CoRR
Elizabeth Newman, Jack Michael Solomon, Matthias Chung
2022 J jnl
'hessQuik': Fast Hessian computation of composite functions.
J. Open Source Softw.
Elizabeth Newman, Lars Ruthotto
2022 J jnl
slimTrain - A Stochastic Approximation Method for Training Separable Deep Neural Networks.
SIAM J. Sci. Comput.
Elizabeth Newman, Julianne Chung, Matthias Chung, Lars Ruthotto
2021 J jnl
Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection.
SIAM J. Math. Data Sci.
Elizabeth Newman, Lars Ruthotto, Joseph L. Hart, Bart G. van Bloemen Waanders
2021 J jnl
slimTrain - A Stochastic Approximation Method for Training Separable Deep Neural Networks.
CoRR
Elizabeth Newman, Julianne Chung, Matthias Chung, Lars Ruthotto
2020 J jnl
Nonnegative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications.
SIAM J. Imaging Sci.
Elizabeth Newman, Misha E. Kilmer
2020 J jnl
Tensor-Tensor Products for Optimal Representation and Compression.
CoRR
Misha E. Kilmer, Lior Horesh, Haim Avron, Elizabeth Newman
2020 J jnl
Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection.
CoRR
Elizabeth Newman, Lars Ruthotto, Joseph L. Hart, Bart G. van Bloemen Waanders
2019 J jnl
Non-negative Tensor Patch Dictionary Approaches for Image Compression and Deblurring Applications.
CoRR
Elizabeth Newman, Misha E. Kilmer
2018 J jnl
Stable Tensor Neural Networks for Rapid Deep Learning.
CoRR
Elizabeth Newman, Lior Horesh, Haim Avron, Misha E. Kilmer
2017 — conf
Image classification using local tensor singular value decompositions.
CAMSAP
Elizabeth Newman, Misha E. Kilmer, Lior Horesh
2017 J jnl
Image classification using local tensor singular value decompositions.
CoRR
Elizabeth Newman, Misha E. Kilmer, Lior Horesh