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Bassily, R · 2014

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math.OC 1

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2024 1

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CONDITIONAL 1

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Differentially Private Random Block Coordinate Descent

math.OC · 2024-12-22 · conditional · novelty 6.0

DP-SkGD adds calibrated Gaussian noise to sketched block coordinate descent, recovers DP-SGD and DP-CD as special cases, and gets faster rates via importance sampling.

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  • Differentially Private Random Block Coordinate Descent math.OC · 2024-12-22 · conditional · none · ref 1

    DP-SkGD adds calibrated Gaussian noise to sketched block coordinate descent, recovers DP-SGD and DP-CD as special cases, and gets faster rates via importance sampling.