Ilya Trofimov - RankMe

42 papers A* 5A 1Misc 1Journal 31Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Edge-wise Topological Divergence Gaps: Guiding Search in Combinatorial Optimization. CoRR Ilya Trofimov, Daria Voronkova, Alexander Mironenko, Anton Dmitriev, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov
2025	A	`conf`	RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks. AISTATS Eduard Tulchinskii, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
2025	J	`jnl`	RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks. CoRR Eduard Tulchinskii, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
2025	J	`jnl`	Topological Alternatives for Precision and Recall in Generative Models. IEEE Access Anton Dmitriev, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
2024	J	`jnl`	A Large-Scale Empirical Study of Aligned Time Series Forecasting. IEEE Access Polina Pilyugina, Svetlana Medvedeva, Kirill Mosievich, Ilya Trofimov, Alina Kostromina, Dmitry Simakov, Evgeny Burnaev
2024	J	`jnl`	Developmental noise, entropy, and biological system condition. Biosyst. Vladimir Zakharov, Ilya Trofimov
2024	A*	`conf`	Disentanglement Learning via Topology. ICML Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
2024	J	`jnl`	QuantNAS for Super Resolution: Searching for Efficient Quantization-Friendly Architectures Against Quantization Noise. IEEE Access Egor Shvetsov, Dmitry Osin, Alexey Zaytsev, Ivan Koryakovskiy, Valentin Buchnev, Ilya Trofimov, Evgeny Burnaev
2024	—	`conf`	Scalar Function Topology Divergence: Comparing Topology of 3D Objects. ECCV (88) Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov
2024	J	`jnl`	Scalar Function Topology Divergence: Comparing Topology of 3D Objects. CoRR Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov
2024	J	`jnl`	SeqNAS: Neural Architecture Search for Event Sequence Classification. IEEE Access Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Ivan Sukharev, Anatoliy Glushenko, Dmitry Berestnev, Evgeny Burnaev
2024	J	`jnl`	SeqNAS: Neural Architecture Search for Event Sequence Classification. CoRR Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Anatoliy Glushenko, Ivan Sukharev, Dmitry Berestnev, Evgeny Burnaev
2023	J	`jnl`	Disentanglement Learning via Topology. CoRR Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
2023	J	`jnl`	Learning Topology-Preserving Data Representations. CoRR Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
2023	A*	`conf`	Learning topology-preserving data representations. ICLR Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
2023	J	`jnl`	Multi-Fidelity Neural Architecture Search With Knowledge Distillation. IEEE Access Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev
2022	J	`jnl`	Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. CoRR Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy
2022	J	`jnl`	Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. Remote. Sens. Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy
2022	J	`jnl`	Developmental Noise and Biological System Condition: Prolegomena. Symmetry Vladimir Zakharov, Ilya Trofimov
2022	J	`jnl`	Learned Query Optimizers: Evaluation and Improvement. IEEE Access Artem Mikhaylov, Nina Mazyavkina, Mikhail Salnikov, Ilya Trofimov, Fu Qiang, Evgeny Burnaev
2022	J	`jnl`	NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. IEEE Access Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Alexander Filippov, Evgeny Burnaev
2022	J	`jnl`	Phenotypic Variation in a Species Range: Another Look (Developmental Stability Study of the Meristic Variation in the Sand Lizard Lacerta agilis). Symmetry Vladimir Zakharov, Nadezhda P. Zhdanova, Ilya Trofimov
2022	J	`jnl`	QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise. CoRR Egor Shvetsov, Dmitry Osin, Alexey Zaytsev, Ivan Koryakovskiy, Valentin Buchnev, Ilya Trofimov, Evgeny Burnaev
2022	A*	`conf`	Representation Topology Divergence: A Method for Comparing Neural Network Representations. ICML Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev
2022	J	`jnl`	Representation Topology Divergence: A Method for Comparing Neural Network Representations. CoRR Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev
2021	A*	`conf`	Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NeurIPS Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
2021	J	`jnl`	Manifold Topology Divergence: a Framework for Comparing Data Manifolds. CoRR Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
2021	—	`conf`	Optimizing the Neural Architecture of Reinforcement Learning Agents. SAI (2) Nina Mazyavkina, Samir Mohamed, Ilya Trofimov, Evgeny Burnaev
2020	J	`jnl`	Fluctuating Asymmetry and Population Dynamics of the Common Shrew, Sorex araneus, in Central Siberia under Climate Change Conditions. Symmetry Vladimir Zakharov, Ilya Trofimov, Boris I. Sheftel
2020	J	`jnl`	Fluctuating Asymmetry, Developmental Noise and Developmental Stability: Future Prospects for the Population Developmental Biology Approach. Symmetry Vladimir Zakharov, Elena Shadrina, Ilya Trofimov
2020	J	`jnl`	Multi-fidelity Neural Architecture Search with Knowledge Distillation. CoRR Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev
2020	J	`jnl`	NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing. CoRR Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim V. Fedorov, Evgeny Burnaev
2020	J	`jnl`	Optimizing the Neural Architecture of Reinforcement Learning Agents. CoRR Nina Mazyavkina, Samir Mohamed, Ilya Trofimov, Evgeniy Burnaev
2020	J	`jnl`	Topological obstructions in neural networks learning. CoRR Serguei Barannikov, Grigorii Sotnikov, Ilya Trofimov, Alexander Korotin, Evgeny Burnaev
2018	J	`jnl`	Inferring Complementary Products from Baskets and Browsing Sessions. CoRR Ilya Trofimov
2016	J	`jnl`	Distributed Coordinate Descent for Generalized Linear Models with Regularization. CoRR Ilya Trofimov, Alexander Genkin
2015	Misc	`conf`	Distributed Coordinate Descent for L1-regularized Logistic Regression. AIST Ilya Trofimov, Alexander Genkin
2014	J	`jnl`	Distributed Coordinate Descent for L1-regularized Logistic Regression. CoRR Ilya Trofimov, Alexander Genkin
2014	A*	`conf`	On peculiarities of positional effects in sponsored search. SIGIR Vyacheslav Alipov, Valery A. Topinsky, Ilya Trofimov
2014	J	`jnl`	Using Neural Networks for Click Prediction of Sponsored Search. CoRR Afroze Ibrahim Baqapuri, Ilya Trofimov
2013	—	`conf`	New features for query dependent sponsored search click prediction. WWW (Companion Volume) Ilya Trofimov
2012	—	`conf`	Using boosted trees for click-through rate prediction for sponsored search. AdKDD@KDD Ilya Trofimov, Anna Kornetova, Valery A. Topinskiy