conftrace_

inverse sensitivity mechanism

2 papers

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Also known as

ISM

Co-occurring keywords · papers mentioning both

differential privacy (2) asymmetric sensitivity (1) query release (1) inverse sensitivity (1) instance-optimal algorithm (1) bias-variance tradeoff (1) linear regression (1) mean estimation (1) principal component analysis (1)

Papers

Instance-Specific Asymmetric Sensitivity in Differential Privacy NeurIPS 2024 Instance-optimality in differential privacy via approximate inverse sensitivity mechanisms NeurIPS 2020