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Predictive uncertainty
Predictive uncertainty
PulseAugur coverage of Predictive uncertainty — every cluster mentioning Predictive uncertainty across labs, papers, and developer communities, ranked by signal.
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Gaussian kernel use in ML questioned over predictive uncertainty and conditioning issues
A new paper argues against the widespread use of the Gaussian kernel in machine learning tasks like regression and classification. The authors contend that this kernel, also known as the squared exponential or radial ba…
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New sparse Gaussian process framework tackles quantile regression challenges
Researchers have developed a novel sparse Gaussian process framework to address the computational challenges in Bayesian quantile regression. This new approach utilizes a reduced set of inducing variables and a Laplace …