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math.OC2025
Extending Douglas-Rachford Splitting for Convex Optimization
Max Nilsson, Anton à kerman, Pontus Giselsson
The Douglas-Rachford splitting method is a classical and widely used algorithm for solving monotone inclusions involving the sum of two maximally monotone operators. It was recentl…
math.OC2025
The Symmetry Coefficient of Positively Homogeneous Functions
Max Nilsson, Pontus Giselsson
The Bregman distance is a central tool in convex optimization, particularly in first-order gradient descent and proximal-based algorithms. Such methods enable optimization of funct…