Hamish Ivey-Law

The Impact of Record Linkage on Learning from Feature Partitioned Data

There has been recently a significant boost to machine learning with distributed data, in particular with the success of federated learning. A common and very challenging setting is that of vertical or feature partitioned data, when multiple data providers hold different features about common entiti…