Ding‐Xuan Zhou

activity

20102023

most citedDistributed learning with regularized least squares

73 citations · 123 across the 11 of their papers we have counts for

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2 papers · 1 filter

stat.ML2023

Approximation of Nonlinear Functionals Using Deep ReLU Networks

Linhao Song, Jun Fan, Di-Rong Chen +1

In recent years, functional neural networks have been proposed and studied in order to approximate nonlinear continuous functionals defined on $L^{p} ([- 1, 1]^{s})$ for integers $s \geq 1$ …

stat.ML2014

Learning rates for the risk of kernel based quantile regression estimators in additive models

Andreas Christmann, Ding-Xuan Zhou

Additive models play an important role in semiparametric statistics. This paper gives learning rates for regularized kernel based methods for additive models. These learning rates…