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math.ST2021
Assigning Topics to Documents by Successive Projections
Olga Klopp, Maxim Panov, Suzanne Sigalla +1
Topic models provide a useful tool to organize and understand the structure of large corpora of text documents, in particular, to discover hidden thematic structure. Clustering doc…
math.ST2019
Accuracy of Gaussian approximation in nonparametric Bernstein -- von Mises Theorem
Vladimir Spokoiny, Maxim Panov
The prominent Bernstein -- von Mises (BvM) result claims that the posterior distribution after centering by the efficient estimator and standardizing by the square root of the tota…