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Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems.
Thomas Pethick
Puya Latafat
Panagiotis Patrinos
Olivier Fercoq
Volkan Cevher
Published in:
CoRR (2023)
Keyphrases
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global convergence
optimization problems
globally convergent
optimization methods
convergence analysis
objective function
global optimization
convergence rate
constrained optimization problems
machine learning
cost function
step size
global optimum
lagrange multipliers
constrained problems