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stat.ML2019
A Debiased MDI Feature Importance Measure for Random Forests
Xiao Li, Yu Wang, Sumanta Basu +2
Tree ensembles such as Random Forests have achieved impressive empirical success across a wide variety of applications. To understand how these models make predictions, people rout…
stat.ML2017★ 8 cited
Interpretable Vector AutoRegressions with Exogenous Time Series
Ines Wilms, Sumanta Basu, Jacob Bien +1
The Vector AutoRegressive (VAR) model is fundamental to the study of multivariate time series. Although VAR models are intensively investigated by many researchers, practitioners o…