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Prox-Method with Rate of Convergence O(1/t) for Variational Inequalities with Lipschitz Continuous Monotone Operators and Smooth Convex-Concave Saddle Point Problems.
Arkadi Nemirovski
Published in:
SIAM J. Optim. (2004)
Keyphrases
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saddle point
convex concave
variational inequalities
penalty function
sensitivity analysis
numerical methods
primal dual
maximum margin
convergence rate
global constraints
structured output
fixed point
dirichlet distribution
linear programming
structured prediction
linear programming problems