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Sobolev Independence Criterion

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Description

Implemention of the Sobolev Independence Criterion (SIC), an interpretable dependency measure that provides feature importance scores and hence can be used for nonlinear feature selection.

Main Contributors

Mroueh, Sercu, Rigotti, Padhi, dos Santos