Privacy-preserving and lossless distributed estimation of high-dimensional generalized additive mixed models.
Daniel SchalkBernd BischlDavid RügamerPublished in: Stat. Comput. (2024)
Keyphrases
- privacy preserving
- high dimensional
- multi party
- privacy preserving data mining
- horizontally partitioned data
- privacy preservation
- partitioned data
- privacy sensitive
- horizontally partitioned
- dimensionality reduction
- private information
- vertically partitioned data
- sensitive information
- distributed systems
- preserving privacy
- decision making
- multi dimensional
- decision trees
- differential privacy
- privacy issues
- sparse data
- probabilistic model
- secure multiparty computation
- mobile agents
- low dimensional
- neural network