Learning without Looking: Similarity Preserving Hashing and Its Potential for Machine Learning in Privacy Critical Domains.
Marian EleksJonas RebstadtPhilipp FukasOliver ThomasPublished in: GI-Jahrestagung (2022)
Keyphrases
- machine learning
- learning algorithm
- learning systems
- learning tasks
- learning problems
- reinforcement learning
- active learning
- knowledge acquisition
- inductive learning
- explanation based learning
- supervised learning
- human learning
- machine learning algorithms
- transfer learning
- inductive inference
- inductive bias
- privacy concerns
- similarity function
- decision trees
- similarity search
- online learning
- feature space