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Variational Non-Bayesian Inference of the Probability Density: Characterization of Coefficientsby@bayesianinference

Variational Non-Bayesian Inference of the Probability Density: Characterization of Coefficients

by Bayesian InferenceApril 19th, 2024
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In this mathematical study, we delve into the realm of statistical inference and introduce a novel approach to variational non-Bayesian inference.
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This paper is available on arxiv under CC BY-NC-ND 4.0 DEED license.

Authors:

(1) U Jin Choi, Department of mathematical science, Korea Advanced Institute of Science and Technology & [email protected];

(2) Kyung Soo Rim, Department of mathematics, Sogang University & [email protected].



PROOF. By Taylor’s series expansion of the exponential function, the triangle inequality,

and the uniform convergence, we have