Protecting Sensitive Data through Federated Co-Training

no code implementations • 9 Oct 2023 • Amr Abourayya, Jens Kleesiek, Kanishka Rao, Erman Ayday, Bharat Rao, Geoff Webb, Michael Kamp

Federated learning allows us to collaboratively train a model without pooling the data by iteratively aggregating the parameters of local models.

Federated Learning

Extremely Fast Decision Tree

no code implementations • 24 Feb 2018 • Chaitanya Manapragada, Geoff Webb, Mahsa Salehi

We introduce a novel incremental decision tree learning algorithm, Hoeffding Anytime Tree, that is statistically more efficient than the current state-of-the-art, Hoeffding Tree.

General Classification