Quantifying the Privacy Risks of Learning High-Dimensional Graphical Models.
Sasi Kumar MurakondaReza ShokriGeorge TheodorakopoulosPublished in: AISTATS (2021)
Keyphrases
- graphical models
- belief propagation
- high dimensional
- probabilistic model
- random variables
- learning algorithm
- bayesian networks
- probabilistic inference
- relational dependency networks
- structural learning
- exact inference
- markov networks
- reinforcement learning
- conditional random fields
- information extraction
- structure learning
- prior knowledge
- markov logic networks
- map inference
- pairwise