On Optimal Learning Under Targeted Data Poisoning.
Steve HannekeAmin KarbasiMohammad MahmoodyIdan MehalelShay MoranPublished in: CoRR (2022)
Keyphrases
- data sets
- synthetic data
- knowledge discovery
- data distribution
- training data
- high quality
- data structure
- background knowledge
- learning algorithm
- data processing
- data collection
- statistical analysis
- database
- original data
- data analysis
- spatial data
- missing data
- neural network
- high dimensional data
- labeled data
- learning models
- unsupervised learning
- computer systems
- worst case
- image data
- dynamic programming
- active learning
- prior knowledge
- reinforcement learning
- decision trees