7 citations · 21 across the 11 of their papers we have counts for
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stat.ME2021
Linear shrinkage for predicting responses in large-scale multivariate linear regression
Yihe Wang, Sihai Dave Zhao
We propose a new prediction method for multivariate linear regression problems where the number of features is less than the sample size but the number of outcomes is extremely lar…
cs.LG2021★ 2 cited
Capturing patterns of variation unique to a specific dataset
Robin Tu, Alexander H. Foss, Sihai D. Zhao
Capturing patterns of variation present in a dataset is important in exploratory data analysis and unsupervised learning. Contrastive dimension reduction methods, such as contrasti…