Data-Centric AI: Deep Generative Differentiable Feature Selection via Discrete Subsetting as Continuous Embedding Space Optimization.
Meng XiaoDongjie WangMin WuPengfei WangYuanchun ZhouYanjie FuPublished in: CoRR (2023)
Keyphrases
- data centric
- feature selection
- data driven
- embedding space
- data management
- dimensionality reduction
- low dimensional
- information management
- machine learning
- data representation
- unsupervised learning
- business processes
- xml schema
- feature space
- manifold learning
- euclidean space
- application development
- positive semidefinite matrices
- generative model
- feature set
- wireless sensor networks
- high dimensional
- feature extraction
- information integration
- contextual information
- routing protocol
- text classification
- support vector machine
- knn
- database systems
- database