Denoising Score Matching via Random Fourier Features

The density estimation is one of the core problems in statistics. Despite this, existing techniques like maximum likelihood estimation are computationally inefficient in case of complex parametric families due to the intractability of the normalizing constant. For this reason, an interest in score m...

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Bibliographic Details
Main Authors: Olga Tsymboi, Yermek Kapushev, Evgeny Burnaev, Ivan Oseledets
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9736946/