Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability.
Peisong WenQianqian XuZhiyong YangYuan HeQingming HuangPublished in: NeurIPS (2022)
Keyphrases
- optimization algorithm
- experimental evaluation
- detection algorithm
- computational complexity
- objective function
- optimization process
- dynamic programming
- theoretical analysis
- learning algorithm
- improved algorithm
- particle swarm optimization
- path planning
- data sets
- computational cost
- k means
- cost function
- matching algorithm
- expectation maximization
- image segmentation
- neural network
- times faster
- constrained optimization
- tree structure
- optimization model
- segmentation algorithm
- maximum likelihood
- high accuracy
- worst case
- probabilistic model
- np hard
- preprocessing
- similarity measure