Gradient descent in matrix factorization: Understanding large initialization

Hengchao Chen, Xin Chen, Mohamad Elmasri +1

Gradient Descent (GD) has been proven effective in solving various matrix factorization problems. However, its optimization behavior with large initial values remains less understo…