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math.ST2023★ 1 cited
Sample Complexity Using Infinite Multiview Models
Robert A. Vandermeulen
Recent works have demonstrated that the convergence rate of a nonparametric density estimator can be greatly improved by using a low-rank estimator when the target density is a con…
math.ST2022
Generalized Identifiability Bounds for Mixture Models with Grouped Samples
Robert A. Vandermeulen, René Saitenmacher
Recent work has shown that finite mixture models with components are identifiable, while making no assumptions on the mixture components, so long as one has access to groups of…