Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm.
Huiyang ShaoQianqian XuZhiyong YangShilong BaoQingming HuangPublished in: NeurIPS (2022)
Keyphrases
- optimization algorithm
- computational complexity
- cost function
- learning algorithm
- detection algorithm
- objective function
- high accuracy
- worst case
- experimental evaluation
- preprocessing
- np hard
- stochastic gradient
- pairwise
- optimization model
- linear programming
- combinatorial optimization
- expectation maximization
- matching algorithm
- total least squares
- multi objective
- regularized least squares
- optimal solution
- particle swarm optimization
- simulated annealing
- k means
- computational cost
- dynamic programming