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WebApplying union bound gives the result. The theorem implies that with high probability, matrix Xhas small pairwise incoherence. More precisely, we have the following corollary. Corollary 9. With probability at least 1 , pw(X) C logd+ log 1 p n In other words, to recover k-sparse signals Y = X where k k 0 kwith high probability WebThis paper introduces Bounded Incoherence, a memory consistency model that enables cached access to shared data‐structures in non‐cache‐coherency memory. It ensures that updates to memory on ... WebDec 15, 2024 · A special case of much interest is Bayesian logistic regression. To address this define an incoherence parameter and achieve the previously best dependence on the dimension of d 1 / 4 for functions with bounded incoherence. They note that this is nearly optimal for the leapfrog implementation of HMC they use. bromley mytime west wickham