A linear programming approach for optimizing features in ML models

Whether it’s iterating on Facebook’s News Feed ranking algorithm or delivering the most relevant ads to users, we are constantly exploring new features to help improve our machine learning (ML) models. Every time we add new features, we create a challenging data engineering problem that requires us to think strategically about the choices we make. [...] Read More... The post A linear programming approach for optimizing features in ML models appeared first on Facebook Engineering.
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