34 citations · 35 across the 5 of their papers we have counts for
5 papers
Sufficient and Necessary Conditions for Eckart-Young like Result for Tubal Tensors
Uria Mor
A valuable feature of the tubal tensor framework is that many familiar constructions from matrix algebra carry over to tensors, including SVD and notions of rank. Importantly, it h…
Demystifying Tubal Tensor Algebra
Haim Avron, Uria Mor
Developed in a series of seminal papers in the early 2010s, the tubal tensor framework provides a clean and effective algebraic setting for tensor computations, supporting matrix-m…
Quasitubal Tensor Algebra Over Separable Hilbert Spaces
Uria Mor, Haim Avron
The tubal tensor framework provides a clean and effective algebraic setting for tensor computations, supporting matrix-mimetic features like Singular Value Decomposition and Eckart…
Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor Factorization
Uria Mor, Yotam Cohen, Rafael Valdes-Mas +3
Precision medicine is a clinical approach for disease prevention, detection and treatment, which considers each individual's genetic background, environment and lifestyle. The deve…
Solving Trust Region Subproblems Using Riemannian Optimization
Uria Mor, Boris Shustin, Haim Avron
The Trust Region Subproblem is a fundamental optimization problem that takes a pivotal role in Trust Region Methods. However, the problem, and variants of it, also arise in quite a…