Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm.
Huiyang ShaoQianqian XuZhiyong YangShilong BaoQingming HuangPublished in: CoRR (2022)
Keyphrases
- optimization algorithm
- objective function
- dynamic programming
- learning algorithm
- optimization model
- detection algorithm
- computational complexity
- optimization process
- experimental evaluation
- high accuracy
- matching algorithm
- optimization method
- worst case
- cost function
- optimal solution
- simulated annealing
- segmentation algorithm
- regularization method
- constrained optimization
- stochastic gradient
- global optimization
- machine learning
- total least squares
- classification algorithm
- ant colony optimization
- naive bayes
- linear programming
- optimization problems
- probabilistic model
- k means
- decision trees