Joint tracial moment conjecture for the limiting spectral distribution of data-matrix commutators
Joint tracial moment conjecture for the limiting spectral distribution of data-matrix commutators
Let and be the covariance matrices, and let be their joint limiting spectral distribution. For any and every selection of non-negative integers and , consider the alternating joint tracial moments of and . Joint tracial moment conjecture. Suppose that
In other words, the joint tracial moments converge to quantities determined by the joint limiting spectral distribution of . Then the conclusion of the paper's main theorem on the limiting spectral distribution holds. This is proposed as a sufficient condition for the main result to remain valid without the commutativity assumption.
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Sources & referencesView supporting material
Primary source
Javed Hazarika and Debashis Paul, “LSD of the Commutator of two data Matrices”, arXiv:2503.00014 (2026).
Additional references
2 papers in this index state this conjecture (2023–2025). The statement above is taken from the most recent of them; the others are arXiv:2307.01625.
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