activity
20182025
most citedComparative study of Discrete Wavelet Transforms and Wavelet Tensor Train decomposition to feature extraction of FTIR data of medicinal plants

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing math.NAShow all

2 papers · 1 filter

math.NA2022

FMM-Net: neural network architecture based on the Fast Multipole Method

Daria Sushnikova, Pavel Kharyuk, Ivan Oseledets

In this paper, we propose a new neural network architecture based on the H2 matrix. Even though networks with H2-inspired architecture already exist, and our approach is designed t…

math.NA2018

Modelling hidden structure of signals in group data analysis with modified (Lr, 1) and block-term decompositions

Pavel Kharyuk, Ivan Oseledets

This work is devoted to elaboration on the idea to use block term decomposition for group data analysis and to raise the possibility of modelling group activity with (Lr, 1) and Tu…