InfoShape: Task-Based Neural Data Shaping via Mutual Information.
Homa EsfahanizadehWilliam WuManya GhobadiRegina BarzilayMuriel MédardPublished in: CoRR (2022)
Keyphrases
- data sets
- mutual information
- database
- data processing
- knowledge discovery
- data points
- data collection
- original data
- data analysis
- high quality
- prior knowledge
- historical data
- data structure
- statistical analysis
- high dimensional data
- spatial data
- experimental data
- data acquisition
- sensor data
- complex data
- data quality
- feature selection
- raw data
- information theoretic
- synthetic data
- training data
- image registration
- xml documents