Data Synthesis via Differentially Private Markov Random Field.
Kuntai CaiXiaoyu LeiJianxin WeiXiaokui XiaoPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- markov random field
- differentially private
- probability distribution
- graph cuts
- input data
- raw data
- energy function
- original data
- potential functions
- higher order
- data management
- data mining techniques
- image segmentation
- web search
- conditional random fields
- belief propagation
- maximum a posteriori
- data sources
- pairwise