SOREL: A Stochastic Algorithm for Spectral Risks Minimization.
Yuze GeRujun JiangPublished in: CoRR (2024)
Keyphrases
- objective function
- learning algorithm
- significant improvement
- monte carlo
- matching algorithm
- preprocessing
- cost function
- search algorithm
- computational complexity
- improved algorithm
- maximum flow
- times faster
- experimental evaluation
- worst case
- detection algorithm
- optimization algorithm
- computationally efficient
- classification algorithm
- input data
- linear programming
- recognition algorithm
- probabilistic model
- data sets
- global minimization
- ant colony optimization
- particle swarm optimization
- simulated annealing
- np hard
- optimal solution
- similarity measure
- image segmentation
- decision making