Privacy-Preserving Belief Propagation and Sampling.
Michael J. KearnsJinsong TanJennifer WortmanPublished in: NIPS (2007)
Keyphrases
- privacy preserving
- belief propagation
- graphical models
- message passing
- graph cuts
- markov random field
- stereo matching
- approximate inference
- privacy preserving data mining
- privacy preservation
- multi party
- loopy belief propagation
- pairwise
- fixed point
- vertically partitioned data
- privacy concerns
- privacy sensitive
- sensitive information
- data privacy
- markov chain monte carlo
- random sampling
- private information
- free energy
- energy function
- scalar product
- horizontally partitioned data
- privacy protection
- dynamic programming
- semi supervised
- probabilistic model
- bayesian networks
- secure multiparty computation
- image processing
- sample size
- differential privacy
- preprocessing
- data sets