5 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 2 cited
FastSTMF: Efficient tropical matrix factorization algorithm for sparse data
Amra Omanović, Polona Oblak, Tomaž Curk
Matrix factorization, one of the most popular methods in machine learning, has recently benefited from introducing non-linearity in prediction tasks using tropical semiring. The no…
cs.LG2020★ 5 cited
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…