most citedOnline Learning for Sparse PCA in High Dimensions: Exact Dynamics and Phase Transitions

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math.PR2023★ 2 cited

Universality for the global spectrum of random inner-product kernel matrices in the polynomial regime

Sofiia Dubova, Yue M. Lu, Benjamin McKenna +1

We consider certain large random matrices, called random inner-product kernel matrices, which are essentially given by a nonlinear function applied entrywise to a sample-covari…