Zeeshan Nawaz

Robust Kernel Embedding of Conditional and Posterior Distributions with Applications

2016

This paper proposes a novel non-parametric method to robustly embed conditional and posterior distributions to reproducing Kernel Hilbert space (RKHS). Robust embedding is obtained by the eigenvalue decomposition in the RKHS. By retaining only the …