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Eugene A. Golikov

According to our database1, Eugene A. Golikov authored at least 8 papers between 2017 and 2022.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
A review of neural architecture search.
[BibTeX]
[DOI]
Dilyara Baymurzina
,
Eugene A. Golikov
,
Mikhail Burtsev
Neurocomputing, 2022

2020
Notes on Deep Learning Theory.
[BibTeX]
[DOI]
Eugene A. Golikov
CoRR, 2020

Dynamically Stable Infinite-Width Limits of Neural Classifiers.
[BibTeX]
[DOI]
Eugene A. Golikov
CoRR, 2020

Towards a General Theory of Infinite-Width Limits of Neural Classifiers.
[BibTeX]
[DOI]
Eugene A. Golikov
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Quadratic number of nodes is sufficient to learn a dataset via gradient descent.
[BibTeX]
[DOI]
Biswarup Das
,
Eugene A. Golikov
CoRR, 2019

An Essay on Optimization Mystery of Deep Learning.
[BibTeX]
[DOI]
Eugene A. Golikov
CoRR, 2019

2018
Embedding-reparameterization procedure for manifold-valued latent variables in generative models.
[BibTeX]
[DOI]
Eugene A. Golikov
,
Maksim Kretov
CoRR, 2018

2017
Using stochastic computation graphs formalism for optimization of sequence-to-sequence model.
[BibTeX]
[DOI]
Eugene A. Golikov
,
Vlad Zhukov
,
Maksim Kretov
CoRR, 2017


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