Bayesian quadrature
PulseAugur coverage of Bayesian quadrature — every cluster mentioning Bayesian quadrature across labs, papers, and developer communities, ranked by signal.
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Bayesian Quadrature Survey Published on arXiv
A comprehensive survey on Bayesian quadrature, a probabilistic method for estimating intractable integrals, has been published on arXiv. The paper, authored by Toni Karvonen, aims to fill a gap in the literature by prov…
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New Hierarchical Bayesian Quadrature method improves numerical integration
Researchers have developed Hierarchical Bayesian Quadrature (HBQ), a novel method for numerical integration that addresses the limitations of standard Bayesian Quadrature when dealing with nonstationary integrands. HBQ …
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New method optimizes quantum kernel estimation for Gaussian process regression
Researchers have developed a novel method for optimizing shot allocation in quantum kernel estimation for Gaussian process regression. This approach aims to reduce the computational budget required to achieve target acc…