Frugality in second-order optimization: floating-point approximations for Newton's method

Giuseppe Carrino, Elena Loli Piccolomini, Elisa Riccietti +1

Minimizing loss functions is central to machine-learning training. Although first-order methods dominate practical applications, higher-order techniques such as Newton's method can…