Sentence examples for prior involves from inspiring English sources

Adding a non-differentiable prior involves to change the optimization algorithm for another probably less efficient in the sense that more iterations are required to reach convergence.

Contrary to the inverse-Wishart prior whose variance is governed by a single hyper-parameter m, this prior involves R j −1 free hyper-parameters σ r 2, r=2,…,R j, which makes it potentially more flexible as soon as I≥R j <2.

Still haunted by memories of his childhood, the nightmare, referencing the wildebeest scene from the film prior, involves an adult Simba reaching down the cliff, attempting to rescue his father but is stopped by Scar who then turns into Kovu and throws Simba off the cliff.

Given uninformative prior knowledge about the evolutionary dynamics leading to C4 photosynthesis (specifically, our prior involves each possible transition from a given node being assigned equal probability), we aimed to build a posterior distribution over a suitable description of the evolutionary dynamics.

Such a prior is called a mixture prior (Gelman et al., 1995) or a hierarchical prior (Koller and Friedman, 2009), as it assumes that the prior involves first choosing which class the instance belongs to, and then choosing the appropriate parameters for that class.

I admire her because not only has she been involved in academia, but she was prior involved in government and humanitarian work.

He observed that three of Jackson's priors involved violent crimes, and that he was on probation an aggravating factor at the time of Moore's death.

He observed that three of Jackson's priors involved violent crimes, and that he was on probation — an aggravating factor — at the time of Moore's death.

So even if (some of) the priors involved in Bayesian models of perceptual processing are innate, the more critical arena for the Nativist is domain-specific cognitive processing, to which we now turn.

Such inconsistencies can be attributed to the different shrinkage penalties or priors involved in the two methods.

Both the mutual information and informative prior calculation involves averaging across the candidate sequences.