Model-based Pricing for Machine Learning in a Data Marketplace

26 May 2018Lingjiao ChenParaschos KoutrisArun Kumar

Data analytics using machine learning (ML) has become ubiquitous in science, business intelligence, journalism and many other domains. While a lot of work focuses on reducing the training cost, inference runtime and storage cost of ML models, little work studies how to reduce the cost of data acquisition, which potentially leads to a loss of sellers' revenue and buyers' affordability and efficiency... (read more)

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