5 citations · 7 across the 2 of their papers we have counts for
2 papers
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…
cs.IT2016★ 5 cited
Online Learning for Sparse PCA in High Dimensions: Exact Dynamics and Phase Transitions
Chuang Wang, Yue M. Lu
We study the dynamics of an online algorithm for learning a sparse leading eigenvector from samples generated from a spiked covariance model. This algorithm combines the classical…