Ilya Trofimov

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 28

Top Topics

Data Representations

Sponsored Search

Natural Language Processing

Sequence Classification

Top Venues

Publications

Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Anatoliy Glushenko, Ivan Sukharev, Dmitry Berestnev, Evgeny Burnaev
SeqNAS: Neural Architecture Search for Event Sequence Classification. CoRR (2024)
Vladimir Zakharov, Ilya Trofimov
Developmental noise, entropy, and biological system condition. Biosyst. 244 (2024)
Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov
Scalar Function Topology Divergence: Comparing Topology of 3D Objects. CoRR (2024)
Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Ivan Sukharev, Anatoliy Glushenko, Dmitry Berestnev, Evgeny Burnaev
SeqNAS: Neural Architecture Search for Event Sequence Classification. IEEE Access 12 (2024)
Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev
Multi-Fidelity Neural Architecture Search With Knowledge Distillation. IEEE Access 11 (2023)
Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
Learning topology-preserving data representations. ICLR (2023)
Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
Disentanglement Learning via Topology. CoRR (2023)
Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
Learning Topology-Preserving Data Representations. CoRR (2023)
Artem Mikhaylov, Nina Mazyavkina, Mikhail Salnikov, Ilya Trofimov, Fu Qiang, Evgeny Burnaev
Learned Query Optimizers: Evaluation and Improvement. IEEE Access 10 (2022)
Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev
Representation Topology Divergence: A Method for Comparing Neural Network Representations. CoRR (2022)
Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. Remote. Sens. 14 (22) (2022)
Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. CoRR (2022)
Vladimir Zakharov, Ilya Trofimov
Developmental Noise and Biological System Condition: Prolegomena. Symmetry 14 (11) (2022)
Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Alexander Filippov, Evgeny Burnaev
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. IEEE Access 10 (2022)
Vladimir Zakharov, Nadezhda P. Zhdanova, Ilya Trofimov
Phenotypic Variation in a Species Range: Another Look (Developmental Stability Study of the Meristic Variation in the Sand Lizard Lacerta agilis). Symmetry 14 (11) (2022)
Egor Shvetsov, Dmitry Osin, Alexey Zaytsev, Ivan Koryakovskiy, Valentin Buchnev, Ilya Trofimov, Evgeny Burnaev
QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise. CoRR (2022)
Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev
Representation Topology Divergence: A Method for Comparing Neural Network Representations. ICML (2022)
Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. CoRR (2021)
Nina Mazyavkina, S. Moustafa, Ilya Trofimov, Evgeny Burnaev
Optimizing the Neural Architecture of Reinforcement Learning Agents. SAI (2) (2021)
Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NeurIPS (2021)
Nina Mazyavkina, S. Moustafa, Ilya Trofimov, Evgeniy Burnaev
Optimizing the Neural Architecture of Reinforcement Learning Agents. CoRR (2020)
Serguei Barannikov, Grigorii Sotnikov, Ilya Trofimov, Alexander Korotin, Evgeny Burnaev
Topological obstructions in neural networks learning. CoRR (2020)
Vladimir Zakharov, Elena Shadrina, Ilya Trofimov
Fluctuating Asymmetry, Developmental Noise and Developmental Stability: Future Prospects for the Population Developmental Biology Approach. Symmetry 12 (8) (2020)
Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev
Multi-fidelity Neural Architecture Search with Knowledge Distillation. CoRR (2020)
Vladimir Zakharov, Ilya Trofimov, Boris I. Sheftel
Fluctuating Asymmetry and Population Dynamics of the Common Shrew, Sorex araneus, in Central Siberia under Climate Change Conditions. Symmetry 12 (12) (2020)
Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Evgeny Burnaev
NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. CoRR (2020)
Ilya Trofimov
Inferring Complementary Products from Baskets and Browsing Sessions. CoRR (2018)
Ilya Trofimov, Alexander Genkin
Distributed Coordinate Descent for Generalized Linear Models with Regularization. CoRR (2016)
Ilya Trofimov, Alexander Genkin
Distributed Coordinate Descent for L1-regularized Logistic Regression. AIST (2015)
Vyacheslav Alipov, Valery A. Topinsky, Ilya Trofimov
On peculiarities of positional effects in sponsored search. SIGIR (2014)
Ilya Trofimov, Alexander Genkin
Distributed Coordinate Descent for L1-regularized Logistic Regression. CoRR (2014)
Afroze Ibrahim Baqapuri, Ilya Trofimov
Using Neural Networks for Click Prediction of Sponsored Search. CoRR (2014)
Ilya Trofimov
New features for query dependent sponsored search click prediction. WWW (Companion Volume) (2013)
Ilya Trofimov, Anna Kornetova, Valery A. Topinskiy
Using boosted trees for click-through rate prediction for sponsored search. AdKDD@KDD (2012)