On June 21–June 26, 2014 DATADVANCE is taking part at the 31st International Conference on Machine Learning (ICML 2014), held in Beijing, China. Evgeny Burnaev, Head of Intellectual Data Analysis, will present the paper «Exact Inference for Gaussian Process Regression in case of Big Data with the Cartesian Product Structure». In this paper a new approach for Gaussian Process regression in case of factorial design of experiments is proposed. It allows to efficiently compute exact inference and handle large multidimensional data sets. This functionnality is implemented in MACROS technology.
ICML is the leading international machine learning conference and is supported by the International Machine Learning Society (IMLS).