Simultaneous Private Learning of Multiple Concepts
Author:
Affiliation:
1. Harvard University, Cambridge, MA, USA
2. Ben-Gurion University & Harvard University, Cambridge, MA, USA
3. Ben-Gurion University, Beer-Sheva, Israel
Funder
Simons Foundation
Israel Science Foundation
American Society for Engineering Education
National Science Foundation
Google
Ministry of Science and Technology, Israel
Frankel Center for Computer Science
International Business Machines Corporation
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/2840728.2840747
Reference29 articles.
1. Private Empirical Risk Minimization: Efficient Algorithms and Tight Error Bounds
2. Bounds on the sample complexity for private learning and private data release
3. Bounds on the Sample Complexity for Private Learning and Private Data Release
4. Characterizing the sample complexity of private learners
5. Private Learning and Sanitization: Pure vs. Approximate Differential Privacy
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