Game theory as an engine for large-scale data analysis: EigenGame maps out a new approach to solve fundamental ML problems

Our research explored a new approach to an old problem: we reformulated principal component analysis (PCA), a type of eigenvalue problem, as a competitive multi-agent game we call EigenGame.