Zobrazeno 1 - 10
of 842
pro vyhledávání: '"A. Osadchy"'
Sum of squares (SOS) optimization is a powerful technique for solving problems where the positivity of a polynomials must be enforced. The common approach to solve an SOS problem is by relaxation to a Semidefinite Program (SDP). The main advantage of
Externí odkaz:
http://arxiv.org/abs/2410.19844
Autor:
Leigh, Matthew, Klein, Samuel, Charton, François, Golling, Tobias, Heinrich, Lukas, Kagan, Michael, Ochoa, Inês, Osadchy, Margarita
In this work, we significantly enhance masked particle modeling (MPM), a self-supervised learning scheme for constructing highly expressive representations of unordered sets relevant to developing foundation models for high-energy physics. In MPM, a
Externí odkaz:
http://arxiv.org/abs/2409.12589
Autor:
Golling, Tobias, Heinrich, Lukas, Kagan, Michael, Klein, Samuel, Leigh, Matthew, Osadchy, Margarita, Raine, John Andrew
We propose masked particle modeling (MPM) as a self-supervised method for learning generic, transferable, and reusable representations on unordered sets of inputs for use in high energy physics (HEP) scientific data. This work provides a novel scheme
Externí odkaz:
http://arxiv.org/abs/2401.13537
Deep learning has grown tremendously over recent years, yielding state-of-the-art results in various fields. However, training such models requires huge amounts of data, increasing the computational time and cost. To address this, dataset distillatio
Externí odkaz:
http://arxiv.org/abs/2307.08086
Autor:
A. K. Noskov, M. V. Poleeva, O. F. Kretenchuk, E. I. Markovskaya, V. A. Korshenko, D. A. Osadchy, O. S. Chemisova
Publikováno v:
Проблемы особо опасных инфекций, Vol 0, Iss 2, Pp 27-35 (2024)
The aim of the work was to perform a brief overview of the data on the development, the main tasks of the Federal State Institution of Health “Rostov-on-Don Research Anti-Plague Institute of the Federal Service for Surveillance on Consumers’ Righ
Externí odkaz:
https://doaj.org/article/7b776c7475d84d4e805883da5b95d0e3
Autor:
Dmitry Yu. Karnaukhov, Arina V. Lavnikova, Anna V. Nepokrytykh, Igor A. Zhdanov, Kirill V. Salovarov, Artem T. Guliguev, Bogdan V. Osadchy, Sofya A. Biritskaya, Yana K. Ermolaeva, Maria A. Maslennikova, Lidia B. Bukhaeva, Dmitry I. Golubets, Anastasia I. Okholina, Natalya A. Kulbachnaya, Iya V. Milovidova, Eugene A. Silow
Publikováno v:
Acta Biologica Sibirica, Vol 10, Pp 649–659-649–659 (2024)
Pollution of freshwater ecosystems by microplastics is a serious problem. Many studies are related to the pelagic zone and the organisms living in it. However, benthic organisms are most susceptible to this problem in aquatic ecosystems. Benthic orga
Externí odkaz:
https://doaj.org/article/37abb237f1774d64b6eee4a5ce8050b0
Coreset of a given dataset and loss function is usually a small weighed set that approximates this loss for every query from a given set of queries. Coresets have shown to be very useful in many applications. However, coresets construction is done in
Externí odkaz:
http://arxiv.org/abs/2111.03044
Publikováno v:
Carbon Trends, Vol 15, Iss , Pp 100340- (2024)
The volume-localized electronic states (SAMOs) with a maximum of their electron wave functions located in the cavity of nanomaterials have been experimentally and theoretically demonstrated in a fullerene. The existence of SAMOs in single-wall carbon
Externí odkaz:
https://doaj.org/article/9edcf691769d4246976d6c5535eaab50
Publikováno v:
In Carbon Trends June 2024 15
In this work, we study the protection that fuzzy commitments offer when they are applied to facial images, processed by the state of the art deep learning facial recognition systems. We show that while these systems are capable of producing great acc
Externí odkaz:
http://arxiv.org/abs/2012.13293