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Maren Mahsereci

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#machine learning Review Open access Feb 2026

Bayesian Quadrature: Gaussian Processes for Integration

Bayesian quadrature is a probabilistic, model-based approach to numerical integration, the estimation of intractable integrals, or expectations. Although Bayesian quadrature was popularized already in the 1980s, no systematic and comprehensive treatment has been published. The purpose of this survey is to fill this gap...

Maren Mahsereci, Toni Karvonen · 3 citations · ⚡1

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