Aleksei Ustimenko
Aleksei Ustimenko
Researcher at Yandex.
Verified email at yandex-team.ru
Title
Cited by
Cited by
Year
Learning to select for a predefined ranking
A Ustimenko, A Vorobev, G Gusev, P Serdyukov
International Conference on Machine Learning, 6477-6486, 2019
22019
Uncertainty in Gradient Boosting via Ensembles
A Ustimenko, L Prokhorenkova, A Malinin
arXiv preprint arXiv:2006.10562, 2020
12020
SGLB: Stochastic Gradient Langevin Boosting
A Ustimenko, L Prokhorenkova
arXiv preprint arXiv:2001.07248, 2020
12020
The triviality condition for kernels of quadratic mappings and its application in optimization methods
A Tret’yakov, E Tyrtyshnikov, A Ustimenko
Russian Journal of Numerical Analysis and Mathematical Modelling 32 (4), 267-274, 2017
12017
StochasticRank: Global Optimization of Scale-Free Discrete Functions
A Ustimenko, L Prokhorenkova
International Conference on Machine Learning, 2020
2020
On Matrix Subspaces with Trivial Quadratic Kernels
A Tret’yakov, E Tyrtyshnikov, A Ustimenko
Structured Matrices in Numerical Linear Algebra 30 (Springer INdAM Series …, 2019
2019
Supplementary Materials StochasticRank: Global Optimization of Scale-Free Discrete Functions
A Ustimenko, L Prokhorenkova
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