Representation Learning on Large and Small Data.
Chun-Nan ChouChuen-Kai ShieFu-Chieh ChangJocelyn ChangEdward Y. ChangPublished in: CoRR (2017)
Keyphrases
- data sets
- database
- small number
- data processing
- training data
- data analysis
- prior knowledge
- learning process
- raw data
- learning models
- experimental data
- high quality
- data structure
- synthetic data
- data distribution
- background knowledge
- learning systems
- online learning
- supervised learning
- active learning
- reinforcement learning
- learning algorithm
- data representations
- input data
- learned models
- hidden variables
- neural network
- data quality
- data objects
- machine learning
- learning tasks
- decision trees
- missing data
- image data
- high dimensional data
- unsupervised learning
- data collection
- semi supervised