Vladislav Trifonov

According to our database, Vladislav Trifonov authored at least 8 papers between 2008 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Message-Passing GNNs Fail to Approximate Sparse Triangular Factorizations.

Vladislav Trifonov, Ekaterina A. Muravleva, Ivan V. Oseledets

Trans. Mach. Learn. Res., 2026

2025

Deep Learning for Subspace Regression.

Vladimir Fanaskov, Vladislav Trifonov, Alexander Rudikov, Ekaterina A. Muravleva, Ivan V. Oseledets

CoRR, September, 2025

Spectral Analysis of the Weighted Frobenius Objective.

Vladislav Trifonov, Ivan V. Oseledets, Ekaterina A. Muravleva

CoRR, September, 2025

Geological Field Restoration through the Lens of Image Inpainting.

Vladislav Trifonov, Ivan V. Oseledets, Ekaterina A. Muravleva

CoRR, June, 2025

Can message-passing GNN approximate triangular factorizations of sparse matrices?

Vladislav Trifonov, Ekaterina A. Muravleva, Ivan V. Oseledets

CoRR, February, 2025

2024

ConDiff: A Challenging Dataset for Neural Solvers of Partial Differential Equations.

Vladislav Trifonov, Alexander Rudikov, Oleg Iliev, Ivan V. Oseledets, Ekaterina A. Muravleva

CoRR, 2024

Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers.

Vladislav Trifonov, Alexander Rudikov, Oleg Iliev, Ivan V. Oseledets, Ekaterina A. Muravleva

CoRR, 2024

2008

HiMiX: a computer based virtual chemical laboratory.

Vladislav Trifonov, Nikolai Sukniarov, Siuzan Feimova

Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing, 2008