Optimal exponential bounds for aggregation of density estimators
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DOI: 10.3150/15-bej742
Abstract: We consider the problem of model selection type aggregation in the context of density estimation. We first show that empirical risk minimization is sub-optimal for this problem and it shares this property with the exponential… read more here.
Keywords: aggregation density; density estimators; density; optimal exponential ... See more keywords