most citedData-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation

9 citations · 9 across the 1 of their papers we have counts for

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stat.ML2021★ 9 cited

Data-Driven Representations for Testing Independence: Modeling, Analysis and Connection with Mutual Information Estimation

Mauricio E. Gonzalez, Jorge F. Silva, Miguel Videla +1

This work addresses testing the independence of two continuous and finite-dimensional random variables from the design of a data-driven partition. The empirical log-likelihood stat…