Optimization problems in statistical learning: Duality and optimality conditions.

Radu Ioan Bot Nicole Lorenz

Published in: Eur. J. Oper. Res. (2011)

Keyphrases

statistical learning
optimality conditions
optimization problems
nonlinear programming
linear programming
evolutionary algorithm

information theory
objective function
inequality constraints
supervised learning
model selection
metaheuristic

semi infinite programming
knapsack problem
cost function
text mining
variational inequalities
combinatorial optimization

sample size
manifold learning
machine learning algorithms
linear constraints
dimensionality reduction
machine learning