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Dmitry Yarotsky
Dmitry Yarotsky
Skolkovo Institute of Science and Technology, Moscow
Dirección de correo verificada de skoltech.ru
Título
Citado por
Citado por
Año
Error bounds for approximations with deep ReLU networks
D Yarotsky
Neural Networks 94, 103-114, 2017
12052017
Optimal approximation of continuous functions by very deep ReLU networks
D Yarotsky
Conference on learning theory, 639-649, 2018
2852018
Universal approximations of invariant maps by neural networks
D Yarotsky
Constructive Approximation 55 (1), 407-474, 2022
2152022
The phase diagram of approximation rates for deep neural networks
D Yarotsky, A Zhevnerchuk
Advances in neural information processing systems 33, 13005-13015, 2020
1222020
Gtapprox: Surrogate modeling for industrial design
M Belyaev, E Burnaev, E Kapushev, M Panov, P Prikhodko, D Vetrov, ...
Advances in Engineering Software 102, 29-39, 2016
692016
Ground states in relatively bounded quantum perturbations of classical lattice systems
DA Yarotsky
Communications in mathematical physics 261 (3), 799-819, 2006
482006
Elementary superexpressive activations
D Yarotsky
International Conference on Machine Learning, 11932-11940, 2021
282021
Dynamics of multi-tethered pyramidal satellite formation
D Alary, K Andreev, P Boyko, E Ivanova, D Pritykin, V Sidorenko, ...
Acta Astronautica 117, 222-230, 2015
262015
Uniqueness of the ground state in weak perturbations of non-interacting gapped quantum lattice systems
DA Yarotsky
Journal of statistical physics 118, 119-144, 2005
192005
Perturbations of ground states in weakly interacting quantum spin systems
DA Yarotsky
Journal of Mathematical Physics 45 (6), 2134-2152, 2004
192004
Unused beam reservation for PAPR reduction in massive MIMO system
A Ivanov, A Volokhatyi, D Lakontsev, D Yarotsky
2018 IEEE 87th Vehicular Technology Conference (VTC Spring), 1-5, 2018
182018
Machine learning-assisted PAPR reduction in massive MIMO
A Kalinov, R Bychkov, A Ivanov, A Osinsky, D Yarotsky
IEEE Wireless Communications Letters 10 (3), 537-541, 2020
162020
Bayesian approach to channel interpolation in massive MIMO receiver
A Osinsky, A Ivanov, D Yarotsky
IEEE Communications Letters 24 (12), 2751-2755, 2020
162020
Iterative nonlinear detection and decoding in multi-user massive MIMO
A Ivanov, A Savinov, D Yarotsky
2019 15th International Wireless Communications & Mobile Computing …, 2019
162019
Smart sorting in massive MIMO detection
A Ivanov, D Yarotsky, M Stoliarenko, A Frolov
2018 14th International Conference on Wireless and Mobile Computing …, 2018
162018
Theoretical performance bound of uplink channel estimation accuracy in massive MIMO
A Osinsky, A Ivanov, D Yarotsky
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
152020
High performance interference suppression in multi-user massive MIMO detector
A Ivanov, A Osinsky, D Lakontsev, D Yarotsky
2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 1-5, 2020
142020
Examples of inconsistency in optimization by expected improvement
D Yarotsky
Journal of Global Optimization 56 (4), 1773-1790, 2013
142013
Explicit loss asymptotics in the gradient descent training of neural networks
M Velikanov, D Yarotsky
Advances in Neural Information Processing Systems 34, 2570-2582, 2021
132021
Quantified advantage of discontinuous weight selection in approximations with deep neural networks
D Yarotsky
arXiv preprint arXiv:1705.01365, 2017
132017
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20