Zobrazeno 1 - 10
of 59
pro vyhledávání: '"Akhmedova, Shakhnaz"'
Autor:
Akhmedova, Shakhnaz, Körber, Nils
Generative adversarial networks (GANs) are machine learning models that are used to estimate the underlying statistical structure of a given dataset and as a result can be used for a variety of tasks such as image generation or anomaly detection. Des
Externí odkaz:
http://arxiv.org/abs/2406.05023
Autor:
Akhmedova, Shakhnaz, Körber, Nils
Neural networks are trained by minimizing a loss function that defines the discrepancy between the predicted model output and the target value. The selection of the loss function is crucial to achieve task-specific behaviour and highly influences the
Externí odkaz:
http://arxiv.org/abs/2404.12948
Publikováno v:
In Knowledge-Based Systems 5 March 2022 239
Publikováno v:
In Information Sciences August 2021 566:215-238
Autor:
Stanovov, Vladimir1,2 (AUTHOR) vladimirstanovov@yandex.ru, Akhmedova, Shakhnaz3 (AUTHOR), Semenkin, Eugene1,2 (AUTHOR)
Publikováno v:
Mathematics (2227-7390). Dec2022, Vol. 10 Issue 24, p4666. 20p.
Publikováno v:
In Swarm and Evolutionary Computation November 2019 50
Publikováno v:
In IFAC PapersOnLine 2019 52(13):1566-1571
Autor:
Akhmedova, Shakhnaz1 (AUTHOR) akhmedovas@rki.de, Stanovov, Vladimir2 (AUTHOR), Kamiya, Yukihiro3 (AUTHOR)
Publikováno v:
Algorithms. Oct2022, Vol. 15 Issue 10, pN.PAG-N.PAG. 25p.
Autor:
Stanovov, Vladimir1 (AUTHOR) shahnaz@inbox.ru, Akhmedova, Shakhnaz1 (AUTHOR) alexeyvah@gmail.com, Vakhnin, Aleksei1 (AUTHOR) evgenysopov@gmail.com, Sopov, Evgenii1 (AUTHOR) eugenesemenkin@yandex.ru, Semenkin, Eugene1 (AUTHOR), Affenzeller, Michael2 (AUTHOR) michael.affenzeller@fh-hagenberg.at
Publikováno v:
Algorithms. May2022, Vol. 15 Issue 5, p154. 19p.
Autor:
Stanovov, Vladimir1 (AUTHOR) shahnaz@inbox.ru, Akhmedova, Shakhnaz1 (AUTHOR), Semenkin, Eugene1 (AUTHOR)
Publikováno v:
Algorithms. Apr2022, Vol. 15 Issue 4, pN.PAG-N.PAG. 21p.