Search Results for author: Alexander Heckett

Found 1 papers, 0 papers with code

Statistical Efficiency of Score Matching: The View from Isoperimetry

no code implementations3 Oct 2022 Frederic Koehler, Alexander Heckett, Andrej Risteski

Roughly, we show that the score matching estimator is statistically comparable to the maximum likelihood when the distribution has a small isoperimetric constant.

Cannot find the paper you are looking for? You can Submit a new open access paper.