2 code implementations • 13 Nov 2017 • Brandon Reagen, Udit Gupta, Robert Adolf, Michael M. Mitzenmacher, Alexander M. Rush, Gu-Yeon Wei, David Brooks
This results in up to a 1. 51x improvement over the state-of-the-art.
no code implementations • 9 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.
no code implementations • 9 May 2015 • Yakir A. Reshef, David N. Reshef, Pardis C. Sabeti, Michael M. Mitzenmacher
We define an equitable statistic as one with small interpretable intervals.
no code implementations • 9 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.