BackboneLearn: A Library for Scaling Mixed-Integer Optimization-Based Machine Learning.
Vassilis Digalakis Jr.Christos ZiakasPublished in: CoRR (2023)
Keyphrases
- mixed integer
- machine learning
- global optimization problems
- quadratic program
- linear program
- lot sizing
- feasible solution
- benders decomposition
- mixed integer program
- optimal solution
- optimization algorithm
- machine learning algorithms
- lagrangian heuristic
- network design problem
- global optimization
- convex hull
- optimization problems
- continuous variables
- reinforcement learning
- feature selection
- continuous relaxation
- model selection
- text classification
- decision trees
- learning algorithm
- computationally expensive
- simulated annealing
- search algorithm