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Distributed scalable incrementally updated models in decisioning systems
Distributed scalable incrementally updated models in decisioning systems
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机译:决策系统中的分布式可伸缩增量更新模型
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摘要
In one embodiment, first weight information indicating a first set of delta values is obtained, where the first set of delta values includes a first delta value for each weight in a set of weights, the set of weights including a weight for each of a set of one or more parameters of a model. In addition, second weight information indicating a second set of delta values is obtained, where the second set of delta values includes a second delta value for each weight in the set of weights. Combined weight information including a combined set of delta values or a combined set of weights is generated based, at least in part, upon the first weight information and the second weight information.
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