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