812 research outputs found

    Demystifying Six Sigma Metrics in Software

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    What if Critical Race Theory Were Just a Legal Theory? A Christian Critique

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    The national debate over Critical Race Theory (CRT) continues to grow and deepen. Some Christians seemingly find CRT legitimate, useful, and nonthreatening to Christian theological commitments. This view is incorrect. CRT is in fundamental conflict with Christianity due to its misguided perspectives on law, morality, truth, and justice. Although CRT is more than “just a legal theory,” this article examines CRT’s legal origins and outlook, showing the inevitable tension between its claims and a Christian understanding of reality. This article also calls attention to several policy proposals suggested by CRT scholars to demonstrate how they are incompatible with Christian views of divine moral law and procedural justice

    Beyond Conjugacy for Chain Event Graph Model Selection

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    Chain event graphs are a family of probabilistic graphical models that generalise Bayesian networks and have been successfully applied to a wide range of domains. Unlike Bayesian networks, these models can encode context-specific conditional independencies as well as asymmetric developments within the evolution of a process. More recently, new model classes belonging to the chain event graph family have been developed for modelling time-to-event data to study the temporal dynamics of a process. However, existing model selection algorithms for chain event graphs and its variants rely on all parameters having conjugate priors. This is unrealistic for many real-world applications. In this paper, we propose a mixture modelling approach to model selection in chain event graphs that does not rely on conjugacy. Moreover, we also show that this methodology is more amenable to being robustly scaled than the existing model selection algorithms used for this family. We demonstrate our techniques on simulated datasets

    Quantum walks on two-dimensional grids with multiple marked locations

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    The running time of a quantum walk search algorithm depends on both the structure of the search space (graph) and the configuration of marked locations. While the first dependence have been studied in a number of papers, the second dependence remains mostly unstudied. We study search by quantum walks on two-dimensional grid using the algorithm of Ambainis, Kempe and Rivosh [AKR05]. The original paper analyses one and two marked location cases only. We move beyond two marked locations and study the behaviour of the algorithm for an arbitrary configuration of marked locations. In this paper we prove two results showing the importance of how the marked locations are arranged. First, we present two placements of kk marked locations for which the number of steps of the algorithm differs by Ω(k)\Omega(\sqrt{k}) factor. Second, we present two configurations of kk and k\sqrt{k} marked locations having the same number of steps and probability to find a marked location

    Effects of non-local initial conditions in the Quantum Walk on the line

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    We report an enhancement of the decay rate of the survival probability when non-local initial conditions in position space are considered in the Quantum Walk on the line. It is shown how this interference effect can be understood analytically by using previously derived results. Within a restricted position subspace, the enhanced decay is correlated with a maximum asymptotic entanglement level while the normal decay rate corresponds to initial relative phases associated to a minimum entanglement level.Comment: 5 pages, 1 figure, Elsevier style, to appear in Physica
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