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20182024
most citedDistributed High-dimensional Regression Under a Quantile Loss Function

32 citations · 84 across the 19 of their papers we have counts for

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2 papers · 1 filter

stat.ML2023

Distributed Semi-Supervised Sparse Statistical Inference

Jiyuan Tu, Weidong Liu, Xiaojun Mao +1

The debiased estimator is a crucial tool in statistical inference for high-dimensional model parameters. However, constructing such an estimator involves estimating the high-dimens…

stat.ML2023

Transductive Matrix Completion with Calibration for Multi-Task Learning

Hengfang Wang, Yasi Zhang, Xiaojun Mao +1

Multi-task learning has attracted much attention due to growing multi-purpose research with multiple related data sources. Moreover, transduction with matrix completion is a useful…