E. Golikov

activity

20162022

most citedTwo-jet astrosphere model: effect of azimuthal magnetic field

20 citations · 28 across the 10 of their papers we have counts for

collaborators

Showing 2022Show all

2 papers · 1 filter

cs.LG2022★ 3 cited

Neural Tangent Kernel: A Survey

Eugene Golikov, Eduard Pokonechnyy, Vladimir Korviakov

A seminal work [Jacot et al., 2018] demonstrated that training a neural network under specific parameterization is equivalent to performing a particular kernel method as width goes…

stat.ML2022★ 1 cited

Feature Learning in $L_{2}$ -regularized DNNs: Attraction/Repulsion and Sparsity

Arthur Jacot, Eugene Golikov, Clément Hongler +1

We study the loss surface of DNNs with $L_{2}$ regularization. We show that the loss in terms of the parameters can be reformulated into a loss in terms of the layerwise activation…

Neural Tangent Kernel: A Survey

Feature Learning in L2​-regularized DNNs: Attraction/Repulsion and Sparsity

Feature Learning in $L_{2}$ -regularized DNNs: Attraction/Repulsion and Sparsity