720 citations · 868 across the 21 of their papers we have counts for
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math.ST2022★ 2 cited
Theory of functional principal component analysis for discretely observed data
Hang Zhou, Dongyi Wei, Fang Yao
Functional data analysis is an important research field in statistics which treats data as random functions drawn from some infinite-dimensional functional space, and functional pr…
stat.ML2022★ 7 cited
Non-Asymptotic Guarantees for Robust Statistical Learning under Infinite Variance Assumption
Lihu Xu, Fang Yao, Qiuran Yao +1
There has been a surge of interest in developing robust estimators for models with heavy-tailed and bounded variance data in statistics and machine learning, while few works impose…