Ultrafast Monte Carlo for Statistical Summations

Isbell, Charles L., Holmes, Michael P., Gray, Alexander G.

Neural Information Processing Systems 

Machine learning contains many computational bottlenecks in the form of nested summations over datasets. Kernel estimators and other methods are burdened by these expensive computations.

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