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Ilya Trofimov
Ilya Trofimov
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Title
Cited by
Cited by
Year
Nas-bench-nlp: neural architecture search benchmark for natural language processing
N Klyuchnikov, I Trofimov, E Artemova, M Salnikov, M Fedorov, A Filippov, ...
IEEE Access 10, 45736-45747, 2022
1072022
Using boosted trees for click-through rate prediction for sponsored search
I Trofimov, A Kornetova, V Topinskiy
Proceedings of the Sixth International Workshop on Data Mining for Online …, 2012
812012
Representation topology divergence: A method for comparing neural network representations
S Barannikov, I Trofimov, N Balabin, E Burnaev
arXiv preprint arXiv:2201.00058, 2021
342021
Manifold Topology Divergence: a Framework for Comparing Data Manifolds.
S Barannikov, I Trofimov, G Sotnikov, E Trimbach, A Korotin, A Filippov, ...
Advances in neural information processing systems 34, 7294-7305, 2021
222021
Inferring complementary products from baskets and browsing sessions
I Trofimov
arXiv preprint arXiv:1809.09621, 2018
192018
Spin light of the electron in dense matter
A Grigoriev, S Shinkevich, A Studenikin, A Ternov, I Trofimov
Gravitation and Cosmology 14, 248-255, 2008
182008
Multi-fidelity neural architecture search with knowledge distillation
I Trofimov, N Klyuchnikov, M Salnikov, A Filippov, E Burnaev
IEEE Access, 2023
152023
Using neural networks for click prediction of sponsored search
AI Baqapuri, I Trofimov
arXiv preprint arXiv:1412.6601, 2014
102014
Distributed Coordinate Descent for L1-regularized Logistic Regression
I Trofimov, A Genkin
arXiv preprint arXiv:1411.6520, 2014
82014
Data-driven short-term daily operational sea ice regional forecasting
T Grigoryev, P Verezemskaya, M Krinitskiy, N Anikin, A Gavrikov, ...
Remote Sensing 14 (22), 5837, 2022
72022
Learning topology-preserving data representations
I Trofimov, D Cherniavskii, E Tulchinskii, N Balabin, E Burnaev, ...
The Eleventh International Conference on Learning Representations, 2022
72022
LHCb trigger streams optimization
D Derkach, N Kazeev, R Neychev, A Panin, I Trofimov, A Ustyuzhanin, ...
Journal of Physics: Conference Series 898 (6), 062026, 2017
72017
Fundamental research and developments in the field of applied artificial intelligence
EV Burnaev, AV Bernstein, VV Vanovskiy, AA Zaytsev, AM Bulkin, ...
Doklady Mathematics 106 (Suppl 1), S14-S22, 2022
62022
Distributed coordinate descent for generalized linear models with regularization
I Trofimov, A Genkin
Pattern Recognition and Image Analysis 27, 349-364, 2017
62017
A new mechanism of electromagnetic electron radiation in a medium (spin light)
AV Grigoriev, AI Studenikin, AI Ternov, IE Trofimov, SA Shinkevich
Russian Physics Journal 50, 596-604, 2007
62007
Topological obstructions in neural networks learning
S Barannikov, D Voronkova, I Trofimov, A Korotin, G Sotnikov, E Burnaev
arXiv preprint arXiv:2012.15834, 2020
52020
Learned Query Optimizers: Evaluation and Improvement
A Mikhaylov, NS Mazyavkina, M Salnikov, I Trofimov, F Qiang, E Burnaev
IEEE Access 10, 75205-75218, 2022
42022
Optimizing the neural architecture of reinforcement learning agents
N Mazyavkina, S Moustafa, I Trofimov, E Burnaev
Intelligent Computing: Proceedings of the 2021 Computing Conference, Volume …, 2021
42021
On peculiarities of positional effects in sponsored search
V Alipov, V Topinsky, I Trofimov
Proceedings of the 37th international ACM SIGIR conference on Research …, 2014
32014
SeqNAS: Neural architecture search for event sequence classification
I Udovichenko, E Shvetsov, D Divitsky, D Osin, I Trofimov, I Sukharev, ...
IEEE Access, 2024
12024
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Articles 1–20