InfoShape: Task-Based Neural Data Shaping via Mutual Information.
Homa EsfahanizadehWilliam WuManya GhobadiRegina BarzilayMuriel MédardPublished in: ICASSP (2023)
Keyphrases
- mutual information
- data sets
- synthetic data
- data collection
- original data
- data analysis
- data quality
- database
- complex data
- training data
- data structure
- small number
- neural network
- noisy data
- data objects
- statistical methods
- historical data
- data distribution
- high dimensional data
- text categorization
- data processing
- medical images
- prior knowledge
- metadata
- learning algorithm