35 citations · 124 across the 13 of their papers we have counts for
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stat.ML2014★ 23 cited
Large scale canonical correlation analysis with iterative least squares
Yichao Lu, Dean P. Foster
Canonical Correlation Analysis (CCA) is a widely used statistical tool with both well established theory and favorable performance for a wide range of machine learning problems. Ho…
stat.ML2014★ 4 cited
Fast Ridge Regression with Randomized Principal Component Analysis and Gradient Descent
Yichao Lu, Dean P. Foster
We propose a new two stage algorithm LING for large scale regression problems. LING has the same risk as the well known Ridge Regression under the fixed design setting and can be c…