nikolaos Vasiloglou

Multi-way Interacting Regression via Factorization Machines

We propose a Bayesian regression method that accounts for multi-way interactions of arbitrary orders among the predictor variables. Our model makes use of a factorization mechanism for representing the regression coefficients of interactions among the predictors, while the interaction selection is g…