A New Approach to Adaptive Data Analysis and Learning via Maximal Leakage.
Amedeo Roberto EspositoMichael GastparIbrahim IssaPublished in: CoRR (2019)
Keyphrases
- data analysis
- learning systems
- learning algorithm
- learning process
- unsupervised learning
- real time
- data sets
- reinforcement learning
- learning scheme
- adaptive learning
- inductive learning
- incremental learning
- learning problems
- inductive inference
- learning capabilities
- empirical studies
- data collection
- knowledge acquisition
- data processing
- online learning
- hidden markov models
- active learning
- prior knowledge
- artificial neural networks
- decision trees
- information retrieval
- machine learning
- real world