A Full Adagrad algorithm with O(Nd) operations

Antoine Godichon-Baggioni, Wei Lu, Bruno Portier

A novel approach is given to overcome the computational challenges of the full-matrix Adaptive Gradient algorithm (Full AdaGrad) in stochastic optimization. By developing a recursi…