Exploring the Learning Difficulty of Data Theory and Measure.
Weiyao ZhuOu WuFengguang SuYingjun DengPublished in: CoRR (2022)
Keyphrases
- data sets
- data collection
- data processing
- raw data
- data analysis
- learning process
- prior knowledge
- database
- reinforcement learning
- data structure
- training data
- human experts
- supervised learning
- data distribution
- high quality
- original data
- noisy data
- data quality
- information theory
- learning models
- hidden variables
- inductive inference
- synthetic data
- learning algorithm
- data points
- data sources
- privacy preserving
- background knowledge
- learning systems
- network structure
- databases
- statistical analysis
- distance measure
- image data
- probability distribution