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most citedEfficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search

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stat.ML2026

On Inherent Privacy of Posterior Sampling: A Unified Rényi-Divergence Framework

Ruyu Zhou, Fang Liu

Differential Privacy (DP) provides a rigorous framework for quantifying privacy guarantees. While most methods achieve DP by injecting calibrated random noise, the intrinsic random…