Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data.
Thomas T. C. K. ZhangLeonardo Felipe TosoJames AndersonNikolai MatniPublished in: ICLR (2024)
Keyphrases
- data sets
- sampled data
- data collection
- data analysis
- prior knowledge
- image data
- learning systems
- data sources
- data mining techniques
- raw data
- reinforcement learning
- neural network
- learning algorithm
- learning models
- experimental data
- database
- human experts
- background knowledge
- missing data
- high dimensional data
- databases
- knowledge acquisition
- semi supervised
- learning process