17 citations · 47 across the 14 of their papers we have counts for
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math.NA2016★ 10 cited
Integrating multiple random sketches for singular value decomposition
Ting-Li Chen, Dawei D. Chang, Su-Yun Huang +3
The singular value decomposition (SVD) of large-scale matrices is a key tool in data analytics and scientific computing. The rapid growth in the size of matrices further increases…
stat.AP2016★ 1 cited
Robust mislabel logistic regression without modeling mislabel probabilities
Hung Hung, Zhi-Yu Jou, Su-Yun Huang
Logistic regression is among the most widely used statistical methods for linear discriminant analysis. In many applications, we only observe possibly mislabeled responses. Fitting…