Balancing the predictive performance of an algorithm by feeding it more data with the concerns for data privacy is an important issue. Federated Learning solves this by bringing the algorithm itself to the data.
What do we offer?
We specialise in the data mining and modelling of genetic and clinical data with privacy by design. Our algorithms ensure that the data never leaves the end-user at all times, on-device training is performed and only the updates to the algorithm are reported back to the central server.