Deep Ordinal Classification with Inequality Constraints.
Soufiane BelharbiIsmail Ben AyedLuke McCaffreyEric GrangerPublished in: CoRR (2019)
Keyphrases
- training data
- inequality constraints
- ordinal classification
- monotonicity constraints
- equality constraints
- nonlinear programming
- multi class classification
- binary classification
- constrained optimization
- interior point methods
- linear constraints
- learning algorithm
- multi class
- decomposition algorithm
- complex valued
- constrained optimization problems
- support vector
- decision trees
- optimal solution
- linear programming
- convex optimization
- machine learning
- knn
- feature selection