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Peiwen Xiao

1 paper hereh-index 215 citations7 works total

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  • first author1

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  • stat.CO1

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1 paper

stat.CO2025

Decentralized Quantile Regression for Feature-Distributed Massive Datasets with Privacy Guarantees

Peiwen Xiao, Xiaohui Liu, Guangming Pan +1

In this paper, we introduce a novel decentralized surrogate gradient-based algorithm for quantile regression in a feature-distributed setting, where global features are dispersed a…

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