1 citations · 2 across the 3 of their papers we have counts for
4 papers
Convergence and finite sample approximations of entropic regularized Wasserstein distances in Gaussian and RKHS settings
Minh Ha Quang
This work studies the convergence and finite sample approximations of entropic regularized Wasserstein distances in the Hilbert space setting. Our first main result is that for Gau…
Alpha Procrustes metrics between positive definite operators: a unifying formulation for the Bures-Wasserstein and Log-Euclidean/Log-Hilbert-Schmidt metrics
Minh Ha Quang
This work presents a parametrized family of distances, namely the Alpha Procrustes distances, on the set of symmetric, positive definite (SPD) matrices. The Alpha Procrustes distan…
Regularized divergences between covariance operators and Gaussian measures on Hilbert spaces
Minh Ha Quang
This work presents an infinite-dimensional generalization of the correspondence between the Kullback-Leibler and Rényi divergences between Gaussian measures on Euclidean space and…
Further properties of Gaussian Reproducing Kernel Hilbert Spaces
Minh Ha Quang
We generalize the orthonormal basis for the Gaussian RKHS described in \cite{MinhGaussian2010} to an infinite, continuously parametrized, family of orthonormal bases, along with so…