8 citations · 10 across the 6 of their papers we have counts for
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stat.ME2021
Individual Heterogeneity Learning in Distributional Data Response Additive Models
Zixuan Han, Tao Li, Jinhong You
In many complex applications, data heterogeneity and homogeneity exist simultaneously. Ignoring either one will result in incorrect statistical inference. In addition, coping with…
stat.ME2021★ 2 cited
Functional L-Optimality Subsampling for Massive Data
Hua Liu, Jinhong You, Jiguo Cao
Massive data bring the big challenges of memory and computation for analysis. These challenges can be tackled by taking subsamples from the full data as a surrogate. For functional…