A Statistical Mechanics Analysis of Gram Matrix Eigenvalue Spectra

Abstract. The Gram matrix plays a central role in many kernel methods. Knowledge about the distribution of eigenvalues of the Gram matrix is useful for developing appropriate model selection methods for kernel PCA. We use methods adapted from the statistic

A Statistical Mechanics Analysis of Gram Matrix Eigenvalue Spectra

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