Feature Space Sketching for Logistic Regression

Gregory Dexter, Rajiv Khanna, Jawad Raheel +1

We present novel bounds for coreset construction, feature selection, and dimensionality reduction for logistic regression. All three approaches can be thought of as sketching the l…