192 citations · 426 across the 48 of their papers we have counts for
Showing 2010Show all
2 papers · 1 filter
stat.CO2010
A Very Fast Algorithm for Matrix Factorization
Vladimir Nikulin, Tian-Hsiang Huang, Shu-Kay Ng +2
We present a very fast algorithm for general matrix factorization of a data matrix for use in the statistical analysis of high-dimensional data via latent factors. Such data are pr…
stat.ML2010★ 6 cited
Strong Consistency of Prototype Based Clustering in Probabilistic Space
Vladimir Nikulin, Geoffrey J. McLachlan
In this paper we formulate in general terms an approach to prove strong consistency of the Empirical Risk Minimisation inductive principle applied to the prototype or distance base…