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pro vyhledávání: '"Tang, Runshi"'
This paper presents a canonical polyadic (CP) tensor decomposition that addresses unaligned observations. The mode with unaligned observations is represented using functions in a reproducing kernel Hilbert space (RKHS). We introduce a versatile loss
Externí odkaz:
http://arxiv.org/abs/2410.14046
Autor:
Zhang, Anru R., Bell, Ryan P., An, Chen, Tang, Runshi, Hall, Shana A., Chan, Cliburn, Al-Khalil, Kareem, Meade, Christina S.
This paper considers the use of machine learning algorithms for predicting cocaine use based on magnetic resonance imaging (MRI) connectomic data. The study utilized functional MRI (fMRI) and diffusion MRI (dMRI) data collected from 275 individuals,
Externí odkaz:
http://arxiv.org/abs/2310.14146
This paper introduces a novel framework called Mode-wise Principal Subspace Pursuit (MOP-UP) to extract hidden variations in both the row and column dimensions for matrix data. To enhance the understanding of the framework, we introduce a class of ma
Externí odkaz:
http://arxiv.org/abs/2307.00575
Akademický článek
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Publikováno v:
In Drug and Alcohol Dependence 1 October 2023 251
Autor:
Zhang, Anru R., Bell, Ryan P., An, Chen, Tang, Runshi, Hall, Shana A., Chan, Cliburn, Al-Khalil, Kareem, Meade, Christina S.
Publikováno v:
Neural Computation; Jan2024, Vol. 36 Issue 1, p107-127, 21p
Autor:
Zhang AR; Department of Biostatistics and Bioinformatics and Department of Computer Science, Duke University, Durham, NC 27710, U.S.A. anru.zhang@duke.edu., Bell RP; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC 27710, U.S.A. rpbell@wakehealth.edu., An C; Department of Mathematics, Duke University, Durham, NC 27708, U.S.A. chen.an.nku@gmail.com., Tang R; Department of Statistics, University of Wisconsin-Madison, Madison, WI, U.S.A. rtang56@wisc.edu., Hall SA; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC 27710, U.S.A. shana@limbix.com., Chan C; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, U.S.A. cliburn.chan@duke.edu., Al-Khalil K; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC 27710, U.S.A. kareem.alkhalil@duke.edu., Meade CS; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC 27710, U.S.A. cmeade@wakehealth.edu.
Publikováno v:
Neural computation [Neural Comput] 2023 Dec 12; Vol. 36 (1), pp. 107-127.