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Gaussian perturbations
Gaussian perturbations
PulseAugur coverage of Gaussian perturbations — every cluster mentioning Gaussian perturbations across labs, papers, and developer communities, ranked by signal.
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New analysis guarantees node separation in GNNs with Gaussian perturbations
Researchers have developed a finite-time analysis for Recurrent Graph Neural Networks (GNNs) incorporating persistent Gaussian perturbations. This analysis provides a universal lower bound of \(2\sigma^2 d\) for the exp…
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New analysis shows linear ensemble sampling matches Thompson sampling
Researchers have published a new analysis of linear ensemble sampling (ES) in stochastic linear bandits, demonstrating its effectiveness with standard Gaussian perturbations. The study shows that ES can achieve a regret…