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Eugene Golikov
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Year
A review of neural architecture search
D Baymurzina, E Golikov, M Burtsev
Neurocomputing 474, 82-93, 2022
622022
Two-jet astrosphere model: effect of azimuthal magnetic field
EA Golikov, VV Izmodenov, DB Alexashov, NA Belov
Monthly Notices of the Royal Astronomical Society 464 (1), 1065-1076, 2017
162017
Differentiable lower bound for expected BLEU score
V Zhukov, E Golikov, M Kretov
arXiv preprint arXiv:1712.04708, 2017
152017
Feature Learning in -regularized DNNs: Attraction/Repulsion and Sparsity
A Jacot, E Golikov, C Hongler, F Gabriel
Advances in Neural Information Processing Systems 35, 6763-6774, 2022
92022
Neural tangent kernel: A survey
E Golikov, E Pokonechnyy, V Korviakov
arXiv preprint arXiv:2208.13614, 2022
92022
Towards a general theory of infinite-width limits of neural classifiers
E Golikov
International Conference on Machine Learning, 3617-3626, 2020
92020
Dynamically stable infinite-width limits of neural classifiers
EA Golikov
arXiv preprint arXiv:2006.06574, 2020
82020
Two-jet structure of the flow produced by magnetized hypersonic spherical source into the steady unmagnetized medium
EA Golikov, VV Izmodenov, DB Alexashov
Journal of Physics: Conference Series 815 (1), 012035, 2017
82017
Non-gaussian tensor programs
E Golikov, G Yang
Advances in Neural Information Processing Systems 35, 21521-21533, 2022
72022
Notes on Deep Learning Theory
EA Golikov
arXiv preprint arXiv:2012.05760, 2020
12020
Quadratic number of nodes is sufficient to learn a dataset via gradient descent
B Das, E Golikov
arXiv preprint arXiv:1911.05402, 2019
12019
An Essay on Optimization Mystery of Deep Learning
E Golikov
arXiv preprint arXiv:1905.07187, 2019
2019
Embedding-reparameterization procedure for manifold-valued latent variables in generative models
E Golikov, M Kretov
arXiv preprint arXiv:1812.02769, 2018
2018
Using stochastic computation graphs formalism for optimization of sequence-to-sequence model
E Golikov, V Zhukov, M Kretov
arXiv preprint arXiv:1711.07724, 2017
2017
Infinitely Wide Nets
E Golikov
Towards a General Theory of Infinite-Width Limits of Neural Classifiers: Supplementary Material
EA Golikov
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Articles 1–16