Dataset Inference: Ownership Resolution in Machine Learning.
Pratyush MainiMohammad YaghiniNicolas PapernotPublished in: ICLR (2021)
Keyphrases
- machine learning
- benchmark datasets
- machine learning algorithms
- high resolution
- statistical inference
- explanation based learning
- pattern recognition
- probabilistic inference
- data mining
- low resolution
- bayesian networks
- knowledge acquisition
- computational intelligence
- machine learning methods
- artificial intelligence
- natural language processing
- inductive learning
- computational biology
- active learning
- data analysis
- natural language
- machine learning approaches
- bayesian inference
- synthetic datasets
- dynamic bayesian networks
- higher resolution
- text mining
- supervised learning
- information extraction
- support vector machine
- knowledge representation
- computer science
- decision trees
- feature selection
- computer vision
- learning algorithm
- genetic algorithm