Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation

Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes +3

Finding best architectures of learning machines, such as deep neural networks, is a well-known technical and theoretical challenge. Recent work by Mellor et al (2021) showed that t…