2 problems
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The role of bounded parameter spaces in NPMLE adaptivity
Consider Gaussian and Poisson mixture models with a bounded parameter space , and let the NPMLE denote the nonparametric maximum likelihood estimator of the mixing distribu…
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Faster demixing for finitely discrete mixing distributions
Let be the true mixing distribution in a Gaussian or Poisson mixture model, and suppose that is finitely discrete. Let denote the nonparametric maximum likelih…