Sihan Liu

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Red-Teaming & Adversarial Robustness (1)

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Ilias Diakonikolas (1)Giannis Iakovidis (1)Daniel M. Kane (1)

Papers (1)

Feb 25, 2026

Ilias Diakonikolas +32w ago

Sample Complexity Bounds for Robust Mean Estimation with Mean-Shift Contamination

Mean estimation is possible even when an adversary shifts a fraction of your data, provided the base distribution's characteristic function meets certain spectral conditions.

Ilias Diakonikolas, Giannis Iakovidis, Daniel M. Kane +1

Constitutional AI & AI Ethics Red-Teaming & Adversarial Robustness

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Sihan Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)