Ilya Trofimov
Ilya Trofimov
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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
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
Spin light of the electron in dense matter
A Grigoriev, S Shinkevich, A Studenikin, A Ternov, I Trofimov
Gravitation and Cosmology 14 (3), 248-255, 2008
Multi-fidelity neural architecture search with knowledge distillation
I Trofimov, N Klyuchnikov, M Salnikov, A Filippov, E Burnaev
arXiv preprint arXiv:2006.08341, 2020
Using neural networks for click prediction of sponsored search
AI Baqapuri, I Trofimov
arXiv preprint arXiv:1412.6601, 2014
Inferring complementary products from baskets and browsing sessions
I Trofimov
arXiv preprint arXiv:1809.09621, 2018
Distributed Coordinate Descent for L1-regularized Logistic Regression
I Trofimov, A Genkin
arXiv preprint arXiv:1411.6520, 2014
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
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
Using metadata to query the database on thermal economy of Russia through the Internet
I Trofimov
Proc. of the intern. conf. Mathematical and Informational Technologies (MIT …, 2014
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 (6), 596-604, 2007
Topological obstructions in neural networks learning
S Barannikov, G Sotnikov, I Trofimov, A Korotin, E Burnaev
arXiv preprint arXiv:2012.15834, 2020
Distributed coordinate descent for generalized linear models with regularization
I Trofimov, A Genkin
Pattern Recognition and Image Analysis 27 (2), 349-364, 2017
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
Representation Topology Divergence: A Method for Comparing Neural Network Representations
S Barannikov, I Trofimov, N Balabin, E Burnaev
arXiv preprint arXiv:2201.00058, 2021
Optimizing the Neural Architecture of Reinforcement Learning Agents
N Mazyavkina, S Moustafa, I Trofimov, E Burnaev
Intelligent Computing, 591-606, 2021
New features for query dependent sponsored search click prediction
I Trofimov
Proceedings of the 22nd International Conference on World Wide Web, 117-118, 2013
Spin light of electron in matter
A Grigoriev, S Shinkevich, A Studenikin, A Ternov, I Trofimov
Particle Physics at the Year of 250th Anniversary of Moscow University, 73-77, 2006
Learned Query Optimizers: Evaluation and Improvement
A Mikhaylov, NS Mazyavkina, M Salnikov, I Trofimov, F Qiang, E Burnaev
IEEE Access 10, 75205-75218, 2022
Homological assessment of data representations
S Barannikov, I Trofimov, E Trimbach, J Wang, E Burnaev
Fourteenth International Conference on Machine Vision (ICMV 2021) 12084, 86-90, 2022
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