Bayesian one- and two-sided inference on the local effective dimension
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DOI: 10.1214/25-ejs2389
Abstract: It is a challenge to manage infinite- or high-dimensional data in situations where storage, transmission, or computation resources are constrained. In the simplest scenario when the data consists of a noisy infinite-dimensional signal, we introduce… read more here.
Keywords: effective dimension; local effective; sided inference; two sided ... See more keywords