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Low-rank matrix approximations over canonical subspaces

Journal of Numerical Analysis and Approximation Theory, 2020
In this paper we derive closed form expressions for the nearest rank-\(k\) matrix on canonical subspaces.    We start by studying three kinds of subspaces.  Let \(X\) and \(Y\) be a pair of given matrices. The first subspace contains all the \(m\times
Achiya Dax
doaj   +7 more sources

Integrative Transcriptomic Analysis Identifies CXCL12 as a Candidate Hub Gene Associated with CD4⁺ T-Cell Immune Network Remodeling in Secondary Lymphedema. [PDF]

J Inflamm Res
Huang X, Lu C, Tan Z, Xu J.
europepmc   +1 more source

Participant-Aware Model Validation for Repeated-Measures Data: Comparative Cross-Validation Study. [PDF]

JMIR AI
Karbalaie A, Abtahi F, Häger CK.
europepmc   +1 more source

AbDist: a lightweight, distance-based model for antibody affinity prediction as an interpretable benchmark for machine learning models. [PDF]

MAbs
Hoffstedt M, Wowra J, Wätzig H, Baumann K.   +3 more
europepmc   +1 more source

Interpretable and Scalable Similarity Metrics for DNA-Encoded Library Design Using Generative Topographic Mapping. [PDF]

Mol Inform
Plyer L, Orlov AA, Akhmetshin TN, Yeghyan E, Bonachera F, Horvath D, Varnek A.   +6 more
europepmc   +1 more source

A contamination-adjusted tissue thrombopoietic framework identifies a clinically relevant CAF-myeloid niche in non-small cell lung cancer: a paired transcriptomic and survival study. [PDF]

J Transl Med
Mao G, Li J, Song X, Zhang Z, Li X, Jiang S, Pan S, Wang N, Qi J.   +8 more
europepmc   +1 more source

Keying Into Cognition: Temporal Smoothing of Smartphone Typing Behaviors for Passive Assessment of Processing Speed and Executive Function in Individuals With Mood Disorders. [PDF]

Cognit Comput
Ross MK, Tulabandhula T, Nguyen TM, Ning E, Kabir S, Cladek AT, Barve A, Kennelly E, Hussain F, Duffecy J, Langenecker SA, Zulueta J, Demos AP, Ajilore OA, Leow AD.   +14 more
europepmc   +1 more source

MLMarker: a machine learning framework for tissue inference and biomarker discovery. [PDF]

Genome Biol
Claeys T, van Puyenbroeck S, Gevaert K, Martens L.   +3 more
europepmc   +1 more source

Adaptive Tensor Train Metadynamics for High-Dimensional Free Energy Exploration. [PDF]

J Chem Theory Comput
Strand NE, Yang S, Khoo Y, Dinner AR.
europepmc   +1 more source

Energy Eigenstates of Electrons, Magnons, and Phonons in Fe₃O₄ (Magnetite), MnFe₂O₄ (Jacobsite), and Mixed Mn-Zn Ferrites. [PDF]

J Chem Theory Comput
Dhariwal D, von Spakovsky MR, Reynolds WT.   +2 more
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