Zobrazeno 1 - 10
of 3 406
pro vyhledávání: '"A. Butakov"'
Autor:
Butakov, Ivan, Sememenko, Alexander, Tolmachev, Alexander, Gladkov, Andrey, Munkhoeva, Marina, Frolov, Alexey
Deep InfoMax (DIM) is a well-established method for self-supervised representation learning (SSRL) based on maximization of the mutual information between the input and the output of a deep neural network encoder. Despite the DIM and contrastive SSRL
Externí odkaz:
http://arxiv.org/abs/2410.06993
In this work, we present an AutoTM 2.0 framework for optimizing additively regularized topic models. Comparing to the previous version, this version includes such valuable improvements as novel optimization pipeline, LLM-based quality metrics and dis
Externí odkaz:
http://arxiv.org/abs/2410.00655
Autor:
Zakharova, Anastasiia, Alexandrov, Dmitriy, Khodorchenko, Maria, Butakov, Nikolay, Vasilev, Alexey, Savchenko, Maxim, Grigorievskiy, Alexander
Machine learning (ML) models trained on datasets owned by different organizations and physically located in remote databases offer benefits in many real-world use cases. State regulations or business requirements often prevent data transfer to a cent
Externí odkaz:
http://arxiv.org/abs/2409.15558
Kniha
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Autor:
Andrey Egorov
Publikováno v:
Historia provinciae: журнал региональной истории, Vol 2, Iss 4, Pp 241-250 (2018)
Externí odkaz:
https://doaj.org/article/f336525e8f994ff0b3f83faa8fb226a3
We propose a novel approach to the problem of mutual information (MI) estimation via introducing a family of estimators based on normalizing flows. The estimator maps original data to the target distribution, for which MI is easier to estimate. We ad
Externí odkaz:
http://arxiv.org/abs/2403.02187
Autor:
Aleksey Kyskin
Publikováno v:
Journal of Danubian Studies and Research, Vol 7, Iss 2, Pp 443-449 (2017)
This article examines the poetic work of one of the brightest representatives of the Bessarabian poetry – poet from Izmail, Andrei Butakov. In his poems the poet aims to convey the individual feelings against the background of postmodern reality.
Externí odkaz:
https://doaj.org/article/fd230a13aa294cae8d49ce6b1351b1f8
Autor:
Alan Ling, Sergey Butakov
Publikováno v:
Data Science and Management, Vol 7, Iss 4, Pp 304-313 (2024)
The research community and digital sector are currently engaged in the development of diverse services within the metaverse ecosystems. Conversely, as concerns about safeguarding personal privacy mount, individuals anticipate exercising greater autho
Externí odkaz:
https://doaj.org/article/4b6caf0fde5742e99e6f84e8842de617
Autor:
Butakov, Ivan, Tolmachev, Alexander, Malanchuk, Sofia, Neopryatnaya, Anna, Frolov, Alexey, Andreev, Kirill
The Information Bottleneck (IB) principle offers an information-theoretic framework for analyzing the training process of deep neural networks (DNNs). Its essence lies in tracking the dynamics of two mutual information (MI) values: between the hidden
Externí odkaz:
http://arxiv.org/abs/2305.08013
Publikováno v:
THE CASPIAN REGION: Politics, Economics, Culture. :158-164
The article is devoted to the study of the history of the Astrakhan regional branch of the Union of Composers of Russia through the prism of their position in relation to the processes that are taking place in the music world today and are reflected
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c8f546de9e891d58dc9f36e4ed014530
https://doi.org/10.21672/1818-510x-2021-68-3-158-164
https://doi.org/10.21672/1818-510x-2021-68-3-158-164