For a security product deployment of the model over the internet is a significan...

chowyuncat on Aug 14, 2018 | parent | context | favorite | on: Shrinking Machine Learning Models for Offline Use

For a security product deployment of the model over the internet is a significant cost. Hundreds of thousands of machines in an enterprise may need to be updated at once. These machines may not have an easy way to accelerate the evaluation of the model, either, making feature reduction important for CPU work as well.