4 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.CR2023★ 4 cited
Samplable Anonymous Aggregation for Private Federated Data Analysis
Kunal Talwar, Shan Wang, Audra McMillan +34
We revisit the problem of designing scalable protocols for private statistics and private federated learning when each device holds its private data. Locally differentially private…
cs.CR2022★ 3 cited
Private Federated Statistics in an Interactive Setting
Audra McMillan, Omid Javidbakht, Kunal Talwar +21
Privately learning statistics of events on devices can enable improved user experience. Differentially private algorithms for such problems can benefit significantly from interacti…
math.SG2018
On an Extension of the Mean Index to a large subset of Linear Canonical Relations
Yusuf Gören, Matthew Grace
In this paper, viewing the symplectic linear group as a subset of the Lagrangian Grassmannian we extend the mean index to the complement of a codimension-two subset of the Grassman…