Elizabeth Newman

18 papers Journal 17Unranked 1

Year	Rank	Type	Title / 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