Ruizhi Zhang
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2026
Sequential Change Detection for Multiple Data Streams with Differential Privacy
The paper proposes DP-SUM-CUSUM, a differentially private method for detecting synchronized distributional changes across multiple data streams, explicitly characterizing the privacy-efficiency trade-off.
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