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missing data 2adversarial corruption 1gaussian mean estimation 1high-dimensional statistics 1information-theoretic bounds 1linear regression 1realizable contamination 1robust statistics 1statistical query lower bounds 1

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20242026
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quant-ph2026

Agnostic Product Mixed State Tomography via Robust Statistics

Alvan Arulandu, Ilias Diakonikolas, Daniel Kane +1

We study the complexity of two closely related learning problems, one quantum and one classical. In the quantum setting, we consider agnostic tomography for the natural class of pr…