The Value of Collaboration in Convex Machine Learning with Differential Privacy.
Nan WuFarhad FarokhiDavid B. SmithMohamed Ali KâafarPublished in: CoRR (2019)
Keyphrases
- differential privacy
- machine learning
- differentially private
- privacy preserving
- private data
- privacy guarantees
- tabular data
- privacy preserving data mining algorithms
- data sharing
- information sharing
- privacy preservation
- data privacy
- information extraction
- personal information
- database
- active learning
- data model
- feature selection
- search logs
- web search
- information retrieval
- databases
- data sets