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INTRODUCTION The expanded availability of electronic health information has led to increased interest in distributed health data research networks. DISTRIBUTED RESEARCH NETWORK MODEL The distributed research network model leaves data with and under the control of the data holder. Data holders, network coordinating centers, and researchers have distinct needs and challenges within this model. ...
Predicting attendance at events is important for efficient facility management and marketing to maximize crowds. Most work date conducted the aggregate level; however, large crowd size being predicted often means individual decisions are masked. In many markets, increased nonattendance by season ticket holders (STHs) reported, which troubling given they have prepaid expected be highly loyal. To...
We introduce the Variational Hölder (VH) bound as an alternative to Variational Bayes (VB) for approximate Bayesian inference. Unlike VB which typically involves maximization of a non-convex lower bound with respect to the variational parameters, the VH bound involves minimization of a convex upper bound to the intractable integral with respect to the variational parameters. Minimization of the...
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