37 citations · 77 across the 22 of their papers we have counts for
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stat.ME2021★ 2 cited
Cross-Leverage Scores for Selecting Subsets of Explanatory Variables
Katharina Parry, Leo N. Geppert, Alexander Munteanu +1
In a standard regression problem, we have a set of explanatory variables whose effect on some response vector is modeled. For wide binary data, such as genetic marker data, we ofte…
cs.DS2021★ 1 cited
Oblivious sketching for logistic regression
Alexander Munteanu, Simon Omlor, David Woodruff
What guarantees are possible for solving logistic regression in one pass over a data stream? To answer this question, we present the first data oblivious sketch for logistic regres…