Acceleration of Descent-based Optimization Algorithms via Carathéodory's Theorem.
Francesco CosentinoHarald OberhauserAlessandro AbatePublished in: CoRR (2020)
Keyphrases
- optimization problems
- combinatorial optimization
- data structure
- optimization algorithm
- discrete optimization
- machine learning
- data sets
- case study
- multi objective
- computational cost
- optimization approaches
- orders of magnitude
- optimization methods
- times faster
- approximately optimal
- efficient optimization
- data clustering
- optimization method
- benchmark datasets
- computationally efficient
- lower bound
- knowledge base