Bounding Training Data Reconstruction in Private (Deep) Learning.
Chuan GuoBrian KarrerKamalika ChaudhuriLaurens van der MaatenPublished in: ICML (2022)
Keyphrases
- deep learning
- training data
- unsupervised learning
- machine learning
- unsupervised feature learning
- decision trees
- three dimensional
- supervised learning
- learning algorithm
- data sets
- mental models
- prior knowledge
- weakly supervised
- training set
- deep architectures
- training examples
- high resolution
- labeled data
- multiscale
- data mining