Convergence of Non-Convex Non-Concave GANs Using Sinkhorn Divergence.
Risman AdnanMuchlisin Adi SaputraJunaidillah FadlilMartianus Frederic EzermanMuhamad IqbalTjan BasaruddinPublished in: IEEE Access (2021)
Keyphrases
- piecewise linear
- convexity properties
- convex functions
- objective function
- convex concave
- convergence rate
- stationary points
- convex optimization
- operator splitting
- semi infinite programming
- globally convergent
- linear complementarity problem
- convex sets
- convergence speed
- convex hull
- relative entropy
- convex programming
- convergence analysis
- initial conditions
- jensen shannon divergence
- constrained minimization
- linear program
- cost function
- data sets