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20152023
most citedAdaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality

56 citations · 205 across the 38 of their papers we have counts for

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Showing 2016Show all

2 papers · 1 filter

math.ST2016★ 3 cited

A simple method to construct confidence bands in functional linear regression

Masaaki Imaizumi, Kengo Kato

This paper develops a simple method to construct confidence bands, centered at a principal component analysis (PCA) based estimator, for the slope function in a functional linear r…

math.ST2016★ 4 cited

PCA-based estimation for functional linear regression with functional responses

Masaaki Imaizumi, Kengo Kato

This paper studies a regression model where both predictor and response variables are random functions. We consider a functional linear model where the conditional mean of the resp…