Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability.
Peisong WenQianqian XuZhiyong YangYuan HeQingming HuangPublished in: CoRR (2022)
Keyphrases
- optimization algorithm
- learning algorithm
- optimization method
- high accuracy
- dynamic programming
- optimization model
- optimization process
- k means
- np hard
- experimental evaluation
- computational cost
- theoretical analysis
- input data
- matching algorithm
- detection algorithm
- computational complexity
- particle swarm optimization
- worst case
- classification algorithm
- optimal solution
- stochastic gradient
- simulated annealing
- clustering algorithm
- objective function
- improved algorithm
- convergence rate
- convex hull
- combinatorial optimization
- ant colony optimization
- preprocessing
- significant improvement
- segmentation algorithm
- computationally efficient
- neural network
- linear programming