Search Results for author: Michael M. Mitzenmacher

Found 4 papers, 1 papers with code

Measuring dependence powerfully and equitably

no code implementations9 May 2015 Yakir A. Reshef, David N. Reshef, Hilary K. Finucane, Pardis C. Sabeti, Michael M. Mitzenmacher

A common strategy is to evaluate a measure of dependence on every variable pair and retain the highest-scoring pairs for follow-up.

An Empirical Study of Leading Measures of Dependence

no code implementations9 May 2015 David N. Reshef, Yakir A. Reshef, Pardis C. Sabeti, Michael M. Mitzenmacher

In addition to equitability, measures of dependence can also be assessed by the power of their corresponding independence tests as well as their runtime.

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