Discovering and Overcoming Limitations of Noise-engineered Data-free Knowledge Distillation.
Piyush RaikwarDeepak MishraPublished in: NeurIPS (2022)
Keyphrases
- knowledge discovery
- database
- data mining techniques
- raw data
- synthetic data
- data sets
- missing data
- prior knowledge
- data processing
- data sources
- data collection
- complex data
- noisy data
- domain experts
- small number
- training data
- data analysis
- data structure
- high quality
- domain knowledge
- random noise
- knowledge acquisition
- expert systems
- spatial data
- data points
- social networks
- knowledge base
- data quality
- expert knowledge
- sensor data
- multi relational
- data mining tools
- enormous amounts
- hidden knowledge
- original data
- data distribution
- background knowledge
- high dimensional data
- design process
- computer systems
- data model
- end users
- image data