233 citations · 445 across the 27 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2018
On the Effect of Suboptimal Estimation of Mutual Information in Feature Selection and Classification
Kiran Karra, Lamine Mili
This paper introduces a new property of estimators of the strength of statistical association, which helps characterize how well an estimator will perform in scenarios where depend…
stat.ML2017★ 7 cited
Copula Index for Detecting Dependence and Monotonicity between Stochastic Signals
Kiran Karra, Lamine Mili
This paper introduces a nonparametric copula-based index for detecting the strength and monotonicity structure of linear and nonlinear statistical dependence between pairs of rando…