Resource Allocation for Statistical Estimation Adoptingageneralviewofthenotionofaresourceanditseffectonthequalityofadata source, the authors describe in this paper aframework for the allocation of a given set of resources to a collection of sources in order to optimize a specified metric of statisti
2016
Submitted to the Annals of Statistics STATISTICAL AND COMPUTATIONAL TRADE-OFFS IN ESTIMATION OF SPARSE PRINCIPAL COMPONENTS By