Characterizing GAN Convergence Through Proximal Duality Gap.
Sahil SidheekhAroof AimenNarayanan C. KrishnanPublished in: CoRR (2021)
Keyphrases
- duality gap
- primal dual
- augmented lagrangian
- convergence rate
- inequality constraints
- convex programming
- dual formulation
- set covering problem
- interior point methods
- optimality conditions
- convergence speed
- optimal solution
- iterative algorithms
- global convergence
- constrained optimization
- convex optimization
- cost function
- search algorithm