The Knowledge Within: Methods for Data-Free Model Compression.
Matan HaroushItay HubaraElad HofferDaniel SoudryPublished in: CoRR (2019)
Keyphrases
- data mining techniques
- statistical methods
- learning models
- prior knowledge
- data sets
- expert knowledge
- experimental data
- additional knowledge
- raw data
- learned models
- data analysis
- human experts
- network structure
- predictive model
- knowledge base
- statistical models
- database
- input data
- knowledge discovery
- background knowledge
- statistical analysis
- test data
- probability distribution
- models built
- empirical data
- data reduction
- measured data
- hidden knowledge
- missing information
- data mining
- domain experts
- high level
- probabilistic model
- data sources
- machine learning
- data quality
- data mining tools
- missing data
- high dimensional data
- similarity measure