1 code implementation • 4 Jul 2023 • Sandor Szedmak, Riikka Huusari, Tat Hong Duong Le, Juho Rousu
With the projection operators the relationship, correlation, between sets of input and output variables can also be expressed by kernel functions, thus nonlinear correlation models can be exploited as well.
no code implementations • 12 Jul 2020 • Sandor Szedmak, Eric Bach
The Tanimoto kernel (Jaccard index) is a well known tool to describe the similarity between sets of binary attributes.
no code implementations • 4 May 2020 • Sandor Szedmak, Anna Cichonska, Heli Julkunen, Tapio Pahikkala, Juho Rousu
For learning the models, we present an efficient gradient-based algorithm that can be implemented in linear time in the sample size, order, rank of the tensor and the dimension of the input.