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cs.LG2022
Time Dependency, Data Flow, and Competitive Advantage
Ehsan Valavi, Joel Hestness, Marco Iansiti +3
Data is fundamental to machine learning-based products and services and is considered strategic due to its externalities for businesses, governments, non-profits, and more generall…
cs.LG2022
Time and the Value of Data
Ehsan Valavi, Joel Hestness, Newsha Ardalani +1
Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevan…