Feature Selection via the Intervened Interpolative Decomposition and its Application in Diversifying Quantitative Strategies

Jun Lu, Joerg Osterrieder

In this paper, we propose a probabilistic model for computing an interpolative decomposition (ID) in which each column of the observed matrix has its own priority or importance, so…