A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows.
Pedro Cisneros-VelardeFrancesco BulloPublished in: AISTATS (2022)
Keyphrases
- complex optimization problems
- optimization problems
- evolutionary algorithm
- theoretical analysis
- combinatorial optimization
- computationally efficient
- image processing
- significant improvement
- computational cost
- data structure
- objective function
- machine learning
- optimization algorithm
- theoretical framework
- computational efficiency
- computationally expensive
- graph theory
- optimization strategies
- formal theory
- computer vision