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[2411.14305] Outlier-robust Mean Estimation near the Breakdown Point via Sum-of-Squares

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By Deepak Narayanan, deepak sridharan, David Steurer
| arXiv
[Submitted on 21 Nov 2024] Title:Outlier-robust Mean Estimation near the Breakdown Point via Sum-of-Squares View a PDF of the paper titled Outlier-robust Mean Estimation near the Breakdown Point via Sum-of-Squares, by Hongjie Chen and 2 other authors View PDF HTML (experimental) Abstract:We revisit the problem of estimating the mean of a high-dimensional distribution in the presence of an $\varepsilon$-fraction of adversarial outliers.
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