Viveck R. Cadambe
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
Info Theory×2Crypto×2ML×1
Frequent co-authors
Research Timeline
2026
Local Differential Privacy with Correlated Noise Achieves Central-DP Optimal Cost
The paper demonstrates that by introducing carefully designed correlations among locally added noise variables, local differential privacy mechanisms can achieve an estimation cost matching the optimal centralized differential privacy cost.
Optimal Domain-Aware Privacy Mechanisms for Synthetic Data Generation
This paper lays the theoretical foundation for incorporating public data into differential privacy mechanisms for improved synthetic data generation.
Highlighted terms show continued research focus across papers
Papers
cs.ITcs.CRTheoreticalRecentJul 20, 2026
Optimal Domain-Aware Privacy Mechanisms for Synthetic Data Generation
Sajani Vithana, Sangwon Jung, Haoyang Hu, Viveck R. Cadambe +2 more
This paper lays the theoretical foundation for incorporating public data into differential privacy mechanisms for improved synthetic data generation.
View →
cs.ITcs.CRcs.LGRecent