LLP-GAN: A GAN-Based Algorithm for Learning From Label Proportions.
Jiabin LiuBo WangHanyuan HangHuadong WangZhiquan QiYingjie TianYong ShiPublished in: IEEE Trans. Neural Networks Learn. Syst. (2023)
Keyphrases
- learning algorithm
- dynamic programming
- cost function
- learning tasks
- theoretical analysis
- computational cost
- learning phase
- experimental evaluation
- incremental learning
- times faster
- matching algorithm
- recognition algorithm
- optimization algorithm
- active learning
- k means
- computational complexity
- np hard
- learning rules
- high accuracy
- expectation maximization
- segmentation algorithm
- preprocessing
- objective function
- reinforcement learning
- noise tolerant
- worst case
- learning speed
- detection algorithm
- probabilistic model
- significant improvement
- learning process
- similarity measure