24 citations · 43 across the 22 of their papers we have counts for
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cs.LG2019
Neural Spectrum Alignment: Empirical Study
Dmitry Kopitkov, Vadim Indelman
Expressiveness and generalization of deep models was recently addressed via the connection between neural networks (NNs) and kernel learning, where first-order dynamics of NN durin…
cs.LG2019
General Probabilistic Surface Optimization and Log Density Estimation
Dmitry Kopitkov, Vadim Indelman
In this paper we contribute a novel algorithm family, which generalizes many unsupervised techniques including unnormalized and energy models, and allows us to infer different stat…