On Entropic Learning from Noisy Time Series in the Small Data Regime.
Davide BassettiLukás PospísilIllia HorenkoPublished in: Entropy (2024)
Keyphrases
- data sets
- prior knowledge
- learning process
- database
- data processing
- learning algorithm
- noisy data
- missing data
- data collection
- raw data
- synthetic data
- high dimensional data
- knowledge acquisition
- reinforcement learning
- data structure
- multivariate time series
- supervised learning
- training data
- original data
- data points
- image data
- labeled data
- data sources
- data analysis
- learning systems
- computer systems
- data mining algorithms
- data distribution
- small number
- data quality
- learning models
- hidden variables
- learned models
- online learning