machine-learning

Information efficient gradient tree boosting

At the next Bergen Machine Learning meetup I will lecture on some of my work with gradient boosting algorithms: by coupling information theory, the frequency domain and tree-boosting, the algorithm can adaptively learn the optimal structure of …

Information efficient gradient tree boosting

I lecture on some of my work with gradient boosting algorithms: by coupling information theory, the frequency domain and tree-boosting, the algorithm can adaptively learn the optimal structure of individual trees, and how many trees that should be …