Algorithm-Dependent Generalization of AUPRC Optimization: Theory and Algorithm.
Peisong WenQianqian XuZhiyong YangYuan HeQingming HuangPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2024)
Keyphrases
- optimization algorithm
- dynamic programming
- times faster
- learning algorithm
- preprocessing
- worst case
- expectation maximization
- improved algorithm
- tree structure
- theoretical analysis
- high accuracy
- experimental evaluation
- cost function
- search space
- computational complexity
- objective function
- detection algorithm
- global optimization
- data sets
- computational cost
- k means
- image processing
- path planning
- neural network
- memory requirements
- convergence rate
- recognition algorithm