Eugene A. Golikov

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 9

Top Topics

Neural Classifier

Latent Variables

Generalization Bounds

Top Venues

Publications

Dilyara Baymurzina, Eugene A. Golikov, Mikhail S. Burtsev
A review of neural architecture search. Neurocomputing 474 (2022)
Eugene A. Golikov
Notes on Deep Learning Theory. CoRR (2020)
Eugene A. Golikov
Dynamically Stable Infinite-Width Limits of Neural Classifiers. CoRR (2020)
Eugene A. Golikov
Towards a General Theory of Infinite-Width Limits of Neural Classifiers. ICML (2020)
Eugene A. Golikov
Towards a General Theory of Infinite-Width Limits of Neural Classifiers. CoRR (2020)
Eugene A. Golikov
An Essay on Optimization Mystery of Deep Learning. CoRR (2019)
Biswarup Das, Eugene A. Golikov
Quadratic number of nodes is sufficient to learn a dataset via gradient descent. CoRR (2019)
Eugene A. Golikov, Maksim Kretov
Embedding-reparameterization procedure for manifold-valued latent variables in generative models. CoRR (2018)
Eugene A. Golikov, Vlad Zhukov, Maksim Kretov
Using stochastic computation graphs formalism for optimization of sequence-to-sequence model. CoRR (2017)