Model-based Pricing: Do Not Pay for More than What You Learn!
Proceedings of the 1st Workshop on Data Management for End-to-End Machine Learning, pp. 1-4, 2017.
While a lot of work has focused on improving the efficiency, scalability, and usability of machine learning (ML), little work has studied the cost of data acquisition for ML-based analytics. Datasets are already being bought and sold in marketplaces for various tasks, including ML. But current marketplaces force users to buy such data in ...More
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