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Orthogonal Nonnegative Tucker Decomposition [PDF]
SIAM Journal of Scientific Computing, 2021 In this paper, we study the nonnegative tensor data and propose an orthogonal nonnegative Tucker decomposition (ONTD). We discuss some properties of ONTD and develop a convex relaxation algorithm of the augmented Lagrangian function to solve the optimization problem. The convergence of the algorithm is given.
Michael Ng, Xiongjun Zhang
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L1-Norm Tucker Tensor Decomposition
IEEE Access, 2019 Tucker decomposition is a standard multi-way generalization of Principal-Component Analysis (PCA), appropriate for processing tensor data. Similar to PCA, Tucker decomposition has been shown to be sensitive against faulty data, due to its L2-norm-based ...
Panos P Markopoulos +2 more
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Arthroplasty Today, 2023 Osteotomy techniques used for wide exposure during femoral component revision include the extended trochanteric osteotomy and its modifications. We describe an anterior proximal femur osteotomy technique starting from the inside of the femoral canal at ...
Sania Mahmood, MD +2 more
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Case Reports in Orthopedics, 2021 Case. Two patients presented with chronic knee extensor mechanism disruption after failed primary repairs. Both patients had minimal ambulatory knee function prior to surgical intervention and were treated with a synthetic mesh reconstruction of their ...
Braden E. Hartline +4 more
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Optimization landscape of Tucker decomposition [PDF]
Mathematical Programming, 2020 Tucker decomposition is a popular technique for many data analysis and machine learning applications. Finding a Tucker decomposition is a nonconvex optimization problem. As the scale of the problems increases, local search algorithms such as stochastic gradient descent have become popular in practice.
Abraham Frandsen, Rong Ge 0001
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Physics linkages between arterial stiffness, cerebrovascular flow and cognitive impairment
Veins and Lymphatics, 2022 Background. Reduced cerebrovascular flow and localized hypoperfusion have been widely associated with various forms of cognitive impairment. Vascular cognitive impairment has also been associated with arterial stiffening and arteriosclerotic development.
Trevor Tucker
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Bio-Protocol, 2015 Minichromosomes are small, autonomously functioning chromosomes that exist separately from the normal chromosomal set. Creation of minichromosomes in plants relies on telomere truncation to remove the chromosome arms and the native telomere sequence and ...
Nathaniel Graham +5 more
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Physics Linkages Between Arterial Morphology, Pulse Wave Reflection and Peripheral Flow
Artery Research, 2023 Background Previous physics-based analyses of arterial morphology in relation to pulsatile pressure and flow, with pulse wave reflection, focused on the large arteries and required assumptions about the relative thicknesses of arterial walls and the ...
Trevor Tucker
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Journal of Microbiology & Biology Education, 2010 When you are ill and consult a physician for his or her expertise, many times laboratory testing is part of the clinical workup. This testing is critical to the physician’s ability to diagnose the patient’s condition.
Raymond L. Kaplan, Thomas E. Burgess
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Stress and timing associated with Caenorhabditis elegans immobilization methods
Heliyon, 2020 Background: Caenorhabditis elegans is a model organism used to study gene, protein, and cell influence on function and behavior. These studies frequently require C. elegans to be immobilized for imaging or laser ablation experiments.
Jacob R. Manjarrez, Roger Mailler
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