Mitigating Membership Inference in Deep Learning Applications with High Dimensional Genomic Data.
Chonghao ZhangLuca BonomiPublished in: ICHI (2022)
Keyphrases
- deep learning
- genomic data
- high dimensional
- gene expression data
- high throughput
- unsupervised learning
- biological data
- gene expression
- machine learning
- protein protein interactions
- low dimensional
- bayesian networks
- mental models
- microarray
- gene ontology
- dimensionality reduction
- data points
- weakly supervised
- gene expression profiles
- data integration
- high dimensionality
- nearest neighbor
- computer vision
- high dimensional data
- genome wide
- feature space
- feature selection