FIELD NOTES TOPIC

nonparametric regression

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  1. Adaptive deep nonparametric regression from dependent data under covariate shift

    Source note ·

    The paper discusses a deep neural network approach for nonparametric quantile and Huber regression under covariate shift, where source and target observations come from different distributions. The authors propose a…