Sparser, Better, Faster, Stronger: Sparsity Detection for Efficient Automatic Differentiation

Adrian Hill, Guillaume Dalle

From implicit differentiation to probabilistic modeling, Jacobian and Hessian matrices have many potential use cases in Machine Learning (ML), but they are viewed as computationall…