Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Maria Sindeeva"'
Autor:
Maria Sindeeva, Nikolay Chekanov, Manvel Avetisian, Tatiana I Shashkova, Nikita Baranov, Elian Malkin, Alexander Lapin, Olga Kardymon, Veniamin Fishman
Publikováno v:
GigaScience. 12
Interpretation of noncoding genomic variants is one of the most important challenges in human genetics. Machine learning methods have emerged recently as a powerful tool to solve this problem. State-of-the-art approaches allow prediction of transcrip
Autor:
Dmitriy Umerenkov, Tatiana I. Shashkova, Pavel V. Strashnov, Fedor Nikolaev, Maria Sindeeva, Nikita V. Ivanisenko, Olga L. Kardymon
Accurate prediction of change in protein stability due to point mutations is an attractive goal that remains unachieved. Despite the high interest in this area, little consideration has been given to the transformer architecture, which is dominant in
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c249d04c0d5f3d78517daa6294a7393c
https://doi.org/10.1101/2022.12.25.521875
https://doi.org/10.1101/2022.12.25.521875
Autor:
Maria Sindeeva, Nikolay Chekanov, Manvel Avetisian, Nikita Baranov, Elian Malkin, Alexander Lapin, Olga Kardymon, Veniamin Fishman
Interpretation of non-coding genomic variants is one of the most important challenges in human genetics. Machine learning methods have emerged recently as a powerful tool to solve this problem. State-of-the-art approaches allow prediction of transcri
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7ff867ff84b97b896a542b979f193842
https://doi.org/10.1101/2021.12.31.474623
https://doi.org/10.1101/2021.12.31.474623
State-of-the-art deep classifiers are intriguingly vulnerable to universal adversarial perturbations: single disturbances of small magnitude that lead to misclassification of most in-puts. This phenomena may potentially result in a serious security p
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c9dccec65ff5cbc2ec109210e4aecf82
http://arxiv.org/abs/2011.09393
http://arxiv.org/abs/2011.09393