FedDQA: A novel regularization-based deep learning method for data quality assessment in federated learning.
Zongxiang ZhangGang ChenYunjie XuLihua HuangChenghong ZhangShuaiyong XiaoPublished in: Decis. Support Syst. (2024)
Keyphrases
- deep learning
- quality assessment
- data quality
- data sets
- unsupervised learning
- data analysis
- data sources
- image data
- learning algorithm
- image quality assessment
- active learning
- object recognition
- high quality
- training data
- k means
- high dimensional
- co occurrence
- multiscale
- segmentation algorithm
- face recognition
- computer vision
- unsupervised feature learning