17 citations · 24 across the 3 of their papers we have counts for
3 papers
cs.DS2019★ 17 cited
Optimal Sketching for Kronecker Product Regression and Low Rank Approximation
Huaian Diao, Rajesh Jayaram, Zhao Song +2
We study the Kronecker product regression problem, in which the design matrix is a Kronecker product of two or more matrices. Given for $i=1,2…
cs.DS2019★ 4 cited
Total Least Squares Regression in Input Sparsity Time
Huaian Diao, Zhao Song, David P. Woodruff +1
In the total least squares problem, one is given an matrix , and an matrix , and one seeks to "correct" both and , obtaining matrices $\hat{A…
cs.DS2017★ 3 cited
Sketching for Kronecker Product Regression and P-splines
Huaian Diao, Zhao Song, Wen Sun +1
TensorSketch is an oblivious linear sketch introduced in Pagh'13 and later used in Pham, Pagh'13 in the context of SVMs for polynomial kernels. It was shown in Avron, Nguyen, Woodr…