Supervised learning of convex piecewise linear approximations of optimization problems.
Laurine DuchesneQuentin LouveauxLouis WehenkelPublished in: ESANN (2021)
Keyphrases
- piecewise linear
- optimization problems
- supervised learning
- evolutionary algorithm
- chaotic map
- metaheuristic
- cost function
- dynamic programming
- hyperplane
- learning algorithm
- semi supervised
- semi supervised learning
- training set
- reinforcement learning
- training data
- training samples
- training examples
- optimization methods
- unlabeled data
- finite sets
- convex functions
- objective function
- pattern recognition
- class labels
- labeled data
- regression algorithm
- input image
- classification accuracy
- genetic algorithm