Global Convergence to the Equilibrium of GANs using Variational Inequalities.
Ian GempSridhar MahadevanPublished in: CoRR (2018)
Keyphrases
- variational inequalities
- global convergence
- globally convergent
- convergence rate
- primal dual
- global optimum
- sensitivity analysis
- optimization methods
- convergence analysis
- convergence speed
- traffic assignment
- nash equilibrium
- nonlinear programming
- complementarity problems
- newton method
- fixed point
- convex sets
- optimization method
- line search
- particle swarm
- simulated annealing
- genetic algorithm
- game theory
- optimal solution
- boundary conditions
- sufficient conditions
- principal component analysis
- objective function