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The role of strong convexity-concavity in the convergence and robustness of the saddle-point dynamics.
Ashish Cherukuri
Enrique Mallada
Steven H. Low
Jorge Cortés
Published in:
Allerton (2016)
Keyphrases
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saddle point
convex concave
convex hull
primal dual
convergence rate
variational inequalities
penalty function
dynamical systems
fixed point
generative model
hyperplane
learning algorithm
maximum margin
structured prediction
discrete space
interior point
multi class
evolutionary algorithm