The Knowledge Within: Methods for Data-Free Model Compression.

Matan Haroush Itay Hubara Elad Hoffer Daniel Soudry

Published 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