2 papers
stat.ML2026
Diagonal Multi-omics Integration of Heterogenous Datasets
Maksim V. Kukushkin, Mikhail S. Arbatskiy, Dmitriy E. Balandin +1
In this paper, we consider methods for the diagonal multi-omics integration of heterogeneous datasets. Several approaches to the nature of biological heterogeneity are analyzed and…
math.FA2025
Natural methods of unsupervised topological alignment
Mikhail S. Arbatskii, Maksim V. Kukushkin, Dmitriy E. Balandin +1
In the paper, we represent a comparison analysis of the methods of the topological alignment and extract the main mathematical principles forming the base of the concept. The main…