Local Saddle Point Optimization: A Curvature Exploitation Approach.
Leonard AdolphsHadi DaneshmandAurélien LucchiThomas HofmannPublished in: AISTATS (2019)
Keyphrases
- saddle point
- saddle points
- convex concave
- variational inequalities
- penalty function
- primal dual
- interior point
- discrete space
- maximum margin
- numerical methods
- structured prediction
- multiscale
- linear programming
- markov networks
- global constraints
- interior point methods
- scale space
- evolutionary algorithm
- probabilistic model
- graphical models
- first order logic
- quadratic programming
- constrained optimization
- boundary conditions