Nina Herrmann

Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices

Deploying machine learning models on compute-constrained devices has become a key building block of modern IoT applications. In this work, we present a compression scheme for boosted decision trees, addressing the growing need for lightweight machine learning models. Specifically, we provide techniq…