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- W4297798598 abstract "We present the FuSSO, a functional analogue to the LASSO, that efficiently finds a sparse set of functional input covariates to regress a real-valued response against. The FuSSO does so in a semi-parametric fashion, making no parametric assumptions about the nature of input functional covariates and assuming a linear form to the mapping of functional covariates to the response. We provide a statistical backing for use of the FuSSO via proof of asymptotic sparsistency under various conditions. Furthermore, we observe good results on both synthetic and real-world data." @default.
- W4297798598 created "2022-10-01" @default.
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- W4297798598 date "2013-11-09" @default.
- W4297798598 modified "2023-10-12" @default.
- W4297798598 title "FuSSO: Functional Shrinkage and Selection Operator" @default.
- W4297798598 doi "https://doi.org/10.48550/arxiv.1311.2234" @default.
- W4297798598 hasPublicationYear "2013" @default.
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