Advancing generealisation theory in machine learning
Machine learning (ML) is a buzzword in today’s technology world. From automatic friend tagging on social media apps and booking a cab online to online maps confirming that you are travelling on the ‘fastest route,’ ML is part of our daily life. The increase in ML applications involving private and sensitive data requires algorithms to protect that data. The EU-funded GENERALIZATION project will work on specifying the amount of data needed to facilitate private machine learning. The answers will advance the field in terms of efficiency, reliability and applicability. The project’s work combines ideas from various areas in computer science and mathematics.
Fields of science
- HORIZON.1.1 - European Research Council (ERC) Main Programme