Maximum mean discrepancy (MMD) refers to a general class of nonparametri...
We consider the problem of estimating a multivariate function f_0 of
bou...
In this paper we study the statistical properties of Principal Component...
In this paper we study the statistical properties of Laplacian smoothing...
We analyze the Personalized PageRank (PPR) algorithm, a local spectral m...
We introduce two new bootstraps for exchangeable random graphs. One, the...