Monte Carlo Dependency Estimation

Proceedings of the 31st International Conference on Scientific and Statistical Database Management, Volume abs/1810.02112, 2019.

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Abstract:

Estimating the dependency of variables is a fundamental task in data analysis. Identifying the relevant attributes in databases leads to better data understanding and also improves the performance of learning algorithms, both in terms of runtime and quality. In data streams, dependency monitoring provides key insights into the underlying ...More

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