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arxiv_cs_lg ยท May 21, 2026 ยท paper

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Lumberjack: Better Differentially Private Random Forests through Heavy Hitter Detection in Trees

arxiv.orgMay 21, 2026
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In brief

Random forests are widely used in fields involving sensitive tabular data, but existing approaches to enforcing differential privacy (DP) typically degrade performance to the point of impracticality. In this paper, we...

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