Author

Carlos Misael Madrid Padilla

2 papers indexed here

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Preprint Aug 2026

Transfer Learning in Nonparametric Regression with Deep ReLU Networks

This paper develops a general transfer learning framework for nonparametric regression with data consisting of multiple groups. Under the assumption that groups share a common structure along with group-specific deviations in additive form, the proposed method employs a two-stage offset learning procedure: the first st...

Jun-Peng Ren, Carlos Misael Madrid Padilla, Yan-Zhen Chen et al. · 0 citations

Preprint Sep 2026

Optimal detection of general moment changes: Simultaneous mean and covariance change detection and beyond

We study multiple change-point detection in multivariate time series whose distributions change in a piecewise constant manner. Distributional changes can manifest across different moment orders, from shifts in the mean and covariance to changes in higher-order moments. Higher-order moments capture increasingly rich di...

Xiao-Kai Luo, Cheng-Hao Xu, Hao-Tian Xu et al. · 0 citations