SPGM is a first-order method for smooth convex optimization that is dynamically optimal at each step via subgame perfect equilibrium, outperforming OGM in preliminary tests.
Optimal convergence rates for the proximal bundle method.SIAM Journal on Optimization, 33(2):424–454, 2023
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Beyond Minimax Optimality: A Subgame Perfect Gradient Method
SPGM is a first-order method for smooth convex optimization that is dynamically optimal at each step via subgame perfect equilibrium, outperforming OGM in preliminary tests.