Since the prior model already constitutes a policy, learning a finetuned policy might require only small changes to the prior model.
Since the prior and sample forms of covariance matrix are available after accomplishing the former steps, a linear combination of them is generated using (5) in step 5.
Since the prior importance sampling distribution employs no information from observations in proposing new samples, its use is often ineffective and leads to poor filtering performance.
Since the prior slide articulated the problem, "The Solution" section of your investor pitch deck should articulate your proposed solution and why it's better than other solutions in the market.
Since the prior of the source location is a discrete uniform distribution, MMSE estimates at k = 0 equal ( î k MMSE, ĵ s k MMSE ) = ( I 2, J 2 ) = ( 2 5, 2 5 ).
Since the prior class probability is usually assumed to be uniformly distributed, estimation of the posterior probability p(c|y) of each class is turned into estimation of the class-conditional likelihood p y|c) of each class.
Since the prior experiments were all performed using recombinant-derived VZV, we also tested the effect of rIDE on non-recombinant viruses.
Since the prior network information may contain both valid and invalid edges, it is important to examine the effect of providing both kinds of edges on network performance.
Since the prior data of intraclass correlation (ICC) in Chinese populations is lacking, ICC (0.01) of BMI in a western physical activity intervention [ 22] was used as reference.
Since the prior mean reflects the average posterior mean over all siRNAs, such significance should be interpreted as a relative statement: the concerning siRNA has a significantly larger effect than the average.
Since the prior knowledge on the optimal α and the true number of disease SNPs is unknown, their methods can hardly address the two critical challenges (small sample sizes and high dimensionality) in epistatic interaction detection very well.
