no code implementations • 18 Jul 2023 • Mary Paterson, James Moor, Luisa Cutillo
We compare our classifiers with the results obtained on the same dataset and find similar results.
no code implementations • 5 Nov 2022 • Bailey Andrew, David Westhead, Luisa Cutillo
This paper introduces the Gaussian multi-Graphical Model, a model to construct sparse graph representations of matrix- and tensor-variate data.
1 code implementation • 15 Mar 2022 • Sijia Li, Martín López-García, Neil D. Lawrence, Luisa Cutillo
Unfortunately, the original Bigraphical Lasso algorithm is not applicable in case of large p and n due to memory requirements.
1 code implementation • 20 Sep 2021 • Pasqua D'Ambra, Panayot S. Vassilevski, Luisa Cutillo
Main novelty of our method, which can be classified as an early fusion method, i. e., a method in which additional information on vertices are fused to the structure information before applying clustering, is the interpretation of attributes as new realizations of graph vertices, which can be dealt with as coordinate vectors in a related Euclidean space.