IEEE

Adaptive Model Aggregation in Federated Learning Based on Model Accuracy

Abstract: Federated learning is useful when predicting user preferences due to its ability to keep user data private. As such, certain data samples may be more useful than others. For instance, with a ...
The Economist

Switzerland votes decisively against inheritance tax

THE YOUNG SOCIALISTS, the youth wing of Switzerland’s Social Democratic Party, do not have any MPs in parliament, but they know how to make a stir. On November 30th the country held a referendum on ...
Sky

Farmers ignore tractor ban and take inheritance tax protest to Westminster

Farmers have driven a convoy of tractors into Westminster on budget day over proposed inheritance tax changes. They came despite Metropolitan Police restrictions banning agricultural machinery from ...
IEEE

What is the Value of Heuristic Model Selection and Aggregation in Federated Learning?

Abstract: Federated learning (FL) is a promising distributed machine learning framework for mobile networks, where an aggregation server produces a global model by aggregating the local models from ...