Adaptively constructed decision-tree strata yield a Monte Carlo estimator whose error converges faster than the standard rate for certain function classes, at O(N log N) complexity.
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Adaptive stratified Monte Carlo using decision trees
Adaptively constructed decision-tree strata yield a Monte Carlo estimator whose error converges faster than the standard rate for certain function classes, at O(N log N) complexity.