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- W4226179968 abstract "A network lasso enables us to construct a model for each sample, which is known as multi-task learning. Existing methods for multi-task learning cannot be applied to compositional data due to their intrinsic properties. In this paper, we propose a multi-task learning method for compositional data using a sparse network lasso. We focus on a symmetric form of the log-contrast model, which is a regression model with compositional covariates. The effectiveness of the proposed method is shown through simulation studies and application to gut microbiome data." @default.
- W4226179968 created "2022-05-05" @default.
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- W4226179968 date "2021-11-12" @default.
- W4226179968 modified "2023-09-30" @default.
- W4226179968 title "Multi-task Learning for Compositional Data via Sparse Network Lasso" @default.
- W4226179968 hasPublicationYear "2021" @default.
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