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20182026
most citedQuantile regression with deep ReLU Networks: Estimators and minimax rates

7 citations · 11 across the 9 of their papers we have counts for

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2 papers · 1 filter

stat.ML2026

Transfer Learning in Nonparametric Regression with Deep ReLU Networks

Junpeng Ren, Carlos Misael Madrid Padilla, Yanzhen Chen +1

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 stru…

stat.ML2025

Confidence Interval Construction and Conditional Variance Estimation with Dense ReLU Networks

Carlos Misael Madrid Padilla, Oscar Hernan Madrid Padilla, Yik Lun Kei +2

This paper addresses the problems of conditional variance estimation and confidence interval construction in nonparametric regression using dense networks with the Rectified Linear…