56 citations · 73 across the 17 of their papers we have counts for
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cs.CR2024
Privacy-Aware Randomized Quantization via Linear Programming
Zhongteng Cai, Xueru Zhang, Mohammad Mahdi Khalili
Differential privacy mechanisms such as the Gaussian or Laplace mechanism have been widely used in data analytics for preserving individual privacy. However, they are mostly design…
cs.CR2018★ 2 cited
Recycled ADMM: Improve Privacy and Accuracy with Less Computation in Distributed Algorithms
Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu
Alternating direction method of multiplier (ADMM) is a powerful method to solve decentralized convex optimization problems. In distributed settings, each node performs computation…