Data embedding and prediction by sparse tropical matrix factorization

Amra Omanović, Hilal Kazan, Polona Oblak +1

Matrix factorization methods are linear models, with limited capability to model complex relations. In our work, we use tropical semiring to introduce non-linearity into matrix fac…