LEMUR

The LEMUR project will develop the theoretical foundations and a first set of algorithms for a novel branch of machine learning (ML) called learning with multiple representations (LMR). These LMR algorithms will allow flexible representations (simple and fair) with diverse target functions (environmental and social impact) to ensure they are in line with the Green Charter and trustworthy AI criteria by design. The project will focus on learning with weak supervision as it addresses one of the major flaws of modern ML approaches.