Browsing CS Technical Reports by Subject "Advanced analytics"
Now showing items 1-2 of 2
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A Survey of the Existing Landscape of ML Systems
(2015-11-27)We survey the existing landscape of ML systems to identify gaps that motivate our vision of a unifying abstraction to support the iterative process of model selection and lay a principled foundation for model selection ... -
To Join or Not to Join? Thinking Twice about Joins before Feature Selection
(2015-11-27)Closer integration of machine learning (ML) with data processing is a booming area in both the data management industry and academia. Almost all ML toolkits assume that the input is a single table, but many datasets are ...