Mukkamala, Mahesh Chandra; Fadili, Jalal; Ochs, Peter - In: Journal of Global Optimization 83 (2021) 4, pp. 753-781
Lipschitz continuity of the gradient mapping of a continuously differentiable function plays a crucial role in designing various optimization algorithms. However, many functions arising in practical applications such as low rank matrix factorization or deep neural network problems do not have a...