Ilya Trofimov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
7
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks. | Eduard Tulchinskii, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov |
| 2024 | ECCV | Scalar Function Topology Divergence: Comparing Topology of 3D Objects. | Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov |
| 2024 | ICML | Disentanglement Learning via Topology. | Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov |
| 2023 | ICLR | Learning topology-preserving data representations. | Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov |
| 2022 | ICML | Representation Topology Divergence: A Method for Comparing Neural Network Representations. | Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev |
| 2015 | AIST | Distributed Coordinate Descent for L1-regularized Logistic Regression. | Ilya Trofimov, Alexander Genkin |
| 2014 | SIGIR | On peculiarities of positional effects in sponsored search. | Vyacheslav Alipov, Valery A. Topinsky, Ilya Trofimov |
| 2013 | WWW | New features for query dependent sponsored search click prediction. | Ilya Trofimov |