no code implementations • 9 Nov 2019 • Talal Ahmed, Haroon Raja, Waheed U. Bajwa
It focuses on the task of estimating the regression tensor from $m$ realizations of the response variable and the predictors where $m\ll n = \prod \nolimits_{i} n_i$.
no code implementations • 21 Aug 2017 • Talal Ahmed, Waheed U. Bajwa
Correlation-based variable screening, in which one leverages marginal correlations for removal of irrelevant variables from the model prior to statistical inference, can be used to overcome this challenge.