A Factor Graph Approach to Variational Sparse Gaussian Processes

A Variational Sparse Gaussian Process (VSGP) is a sophisticated nonparametric probabilistic model that has gained significant popularity since its inception. The VSGP model is often employed as a component of larger models or in a modified form across numerous applications. However, re-deriving the...

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Bibliographic Details
Main Authors: Hoang Minh Huu Nguyen, Ismail Senoz, Bert De Vries
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Signal Processing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11063321/
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