Daria Voronkova

According to our database, Daria Voronkova authored at least 3 papers between 2024 and 2025.

Collaborative distances:

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

2025

RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks.

Eduard Tulchinskii, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Disentanglement Learning via Topology.

Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Scalar Function Topology Divergence: Comparing Topology of 3D Objects.

Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov

Proceedings of the Computer Vision - ECCV 2024, 2024