Before revision:  We characterize the dynamics that gradient descent induces on the factorization, and establish a bias towards low tensor rank, in compliance with existing empirical evidence.
After revision:  We characterize the dynamics that gradient descent induces on the factorization, and establish a bias towards low tensor rank, in compliance with empirical evidence.