Dissecting the polygenic architecture of psychopathology via singular value decomposition of eight psychiatric genome-wide association studies and evaluation of component-based polygenic scores. [PDF]
Facal F, Pérez-Gutiérrez AM, Costas J.
europepmc +1 more source
Efficient Tensor Completion Algorithms for Highly Oscillatory Operators
ABSTRACT We address the problem of recovering highly oscillatory operators, represented as n×n$$ n\times n $$ matrices with a fixed set of observed entries. Given that these matrices can be well compressed by butterfly matrix decomposition of L=𝒪(logn) levels requiring only O(nlogn)$$ O\left(n\log n\right) $$ degrees of freedom, we propose a novel ...
Navjot Singh +3 more
wiley +1 more source
Bidiagonal Decompositions and High‐Accuracy Computations for Newton Collocation Matrices
ABSTRACT We consider a class of collocation matrices A$$ A $$ associated with the Newton basis of the space of polynomials of degree at most n$$ n $$, evaluated at a set of l+1≥n+1$$ l+1\ge n+1 $$ nodes. In the most general setting, we allow n$$ n $$ of these nodes to either coincide with or differ from those defining the Newton basis.
E. Mainar, A. Marco, B. Rubio, R. Viaña
wiley +1 more source
Personalized novelty-aware recommendation in social recommender systems: A Framework. [PDF]
Sheikhi Darani Z, Hosseini M.
europepmc +1 more source
Randomized Algorithms for Streaming Low‐Rank Approximation in Tree Tensor Network Format
ABSTRACT In this work, we present the tree tensor network Nyström (TTNN), an algorithm that extends recent research on streamable tensor approximation, such as for Tucker and tensor‐train formats, to the more general tree tensor network format, enabling a unified treatment of various existing methods.
Alberto Bucci, Gianfranco Verzella
wiley +1 more source
Emerging Infection of Sudan Ebola Virus: Implications and India's Role. [PDF]
Kumar D, Rana RK.
europepmc +1 more source
Mixed Precision Augmented GMRES
ABSTRACT We aim to accelerate the restarted generalized minimal residual (GMRES) method for the solutions of linear systems by combining two types of techniques. On the one hand, mixed precision GMRES algorithms, which use lower precision in certain steps of the inner cycles, offer significant reductions in computational and memory costs.
Yongseok Jang +2 more
wiley +1 more source
Vitamin D supplementation in diabetic retinopathy: an optical coherence tomography angiography study of changes in macular perfusion. [PDF]
Fekri S +7 more
europepmc +1 more source
Early Outcomes of Real-World Aortic Valve Replacement With RESILIA Tissue in the Chinese Population. [PDF]
Xu H, Yan Y, Chen X, Wang J, Sun H.
europepmc +1 more source

