120 citations · 203 across the 7 of their papers we have counts for
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cs.LG2019★ 2 cited
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space
Shuo Yang, Yanyao Shen, Sujay Sanghavi
Quadratic regression involves modeling the response as a (generalized) linear function of not only the features but also of quadratic terms . The inclusio…
cs.LG2019★ 5 cited
Iterative Least Trimmed Squares for Mixed Linear Regression
Yanyao Shen, Sujay Sanghavi
Given a linear regression setting, Iterative Least Trimmed Squares (ILTS) involves alternating between (a) selecting the subset of samples with lowest current loss, and (b) re-fitt…