Xiaobo Huang
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Fang Xie1×
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2026
Revisiting Privacy Amplification by Subsampling in Selective Release DPSGD
The paper proposes DPSR-CG, a novel differentially private selective release mechanism that rigorously maintains strict privacy guarantees while significantly improving model utility compared to existing methods.
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