2 papers
stat.ML2011
On the Evaluation Criterions for the Active Learning Processes
Vladimir Nikulin
In many data mining applications collection of sufficiently large datasets is the most time consuming and expensive. On the other hand, industrial methods of data collection create…
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…