conftrace_

user-level differential privacy

4 papers

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Co-occurring keywords · papers mentioning both

privacy-utility trade-off (2) contribution bounding (1) item-level differential privacy (1) adaptive outlier removal (1) histogram estimation (1) sparse vector technique (1) user-level privacy (1) image embedding (1) private learning (1) privacy budget (1)

Papers

Nearly Linear-Time User-Level DP-SCO with Optimal Rates COLT 2026 Algorithms for bounding contribution for histogram estimation under user-level privacy ICML 2023 Learning To Generate Image Embeddings With User-Level Differential Privacy CVPR 2023 User-Level Differential Privacy With Few Examples Per User NeurIPS 2023