2 papers
cs.LG2023
Matrix Factorization in Tropical and Mixed Tropical-Linear Algebras
Ioannis Kordonis, Emmanouil Theodosis, George Retsinas +1
Matrix Factorization (MF) has found numerous applications in Machine Learning and Data Mining, including collaborative filtering recommendation systems, dimensionality reduction, d…
cs.LG2023
Revisiting Tropical Polynomial Division: Theory, Algorithms and Application to Neural Networks
Ioannis Kordonis, Petros Maragos
Tropical geometry has recently found several applications in the analysis of neural networks with piecewise linear activation functions. This paper presents a new look at the probl…