Zobrazeno 1 - 10
of 3 774
pro vyhledávání: '"Izmailov A"'
Autor:
Severi, Giorgio, Boboila, Simona, Holodnak, John, Kratkiewicz, Kendra, Izmailov, Rauf, De Lucia, Michael J., Oprea, Alina
The training phase of machine learning models is a delicate step, especially in cybersecurity contexts. Recent research has surfaced a series of insidious training-time attacks that inject backdoors in models designed for security classification task
Externí odkaz:
http://arxiv.org/abs/2407.08159
Recent successes in virtual screening have been made possible by large models and extensive chemical libraries. However, combining these elements is challenging: the larger the model, the more expensive it is to run, making ultra-large libraries unfe
Externí odkaz:
http://arxiv.org/abs/2406.14572
Benchmark datasets used for image classification tend to have very low levels of label noise. When Bayesian neural networks are trained on these datasets, they often underfit, misrepresenting the aleatoric uncertainty of the data. A common solution i
Externí odkaz:
http://arxiv.org/abs/2403.01272
Autor:
Burns, Collin, Izmailov, Pavel, Kirchner, Jan Hendrik, Baker, Bowen, Gao, Leo, Aschenbrenner, Leopold, Chen, Yining, Ecoffet, Adrien, Joglekar, Manas, Leike, Jan, Sutskever, Ilya, Wu, Jeff
Widely used alignment techniques, such as reinforcement learning from human feedback (RLHF), rely on the ability of humans to supervise model behavior - for example, to evaluate whether a model faithfully followed instructions or generated safe outpu
Externí odkaz:
http://arxiv.org/abs/2312.09390
Autor:
Izmailov Andrey Yu., Lobachevsky Yakov P., Dorokhov Aleksey S., Kozhevnikov Yuri A., Mamedova Ravza A.
Publikováno v:
BIO Web of Conferences, Vol 37, p 00114 (2021)
The article studies the experimental process of cultivation of microalgae in a photobioreactor (PBR) to study the effect of technological conditions on the productivity of microalgae. This process allows obtaining initial data for the development of
Externí odkaz:
https://doaj.org/article/ca4cdd6339af4c1d9ebf5b3dd730531a
Star ADS 9173=WDS 14135+5147=Hip 69483 is a complex system. The B component has a spectroscopic companion, whose orbit with a period of 4.9 years has been known since 1986. The Gaia telescope has detected a distant faint pair over 100 arcsec away fro
Externí odkaz:
http://arxiv.org/abs/2307.16861
Publikováno v:
40th International Conference on Machine Learning 2023
A major challenge to out-of-distribution generalization is reliance on spurious features -- patterns that are predictive of the class label in the training data distribution, but not causally related to the target. Standard methods for reducing the r
Externí odkaz:
http://arxiv.org/abs/2306.11074
Autor:
Naumov, A., Melnikov, Ar., Abronin, V., Oxanichenko, F., Izmailov, K., Pflitsch, M., Melnikov, A., Perelshtein, M.
Neural networks have revolutionized many aspects of society but in the era of huge models with billions of parameters, optimizing and deploying them for commercial applications can require significant computational and financial resources. To address
Externí odkaz:
http://arxiv.org/abs/2303.16214
Autor:
Z. Z. Safiullov, A. Izmailov, V. A. Markosyan, A. E. Khomyakov, N. V. Boychuk, M. V. Nigmetzyanova, A. R. Siraeva, S. S. Targachev, V. V. Valiullin, R. R. Islamov, V. I. Pospelov
Publikováno v:
Сеченовский вестник, Vol 15, Iss 2, Pp 13-27 (2024)
Aim. To study the effectiveness of preventive gene therapy (within 2 days) and gene therapy in the acute phase (after 4 hours) of ischemic stroke in mini-pigs using an autologous leucoconcentrate (AutoLeuc) enriched with recombinant genes of vascular
Externí odkaz:
https://doaj.org/article/619ba8377fcb4a1ca91f797d446dd983
Publikováno v:
Publications of the Pulkovo Observatory, 227, 2022, p.146-158
Summed many years of work at Pulkovo, the orbits of 67 wide pairs of visual double and multiple stars (included in 64 systems) which were obtained by the Apparent Motion Parameters (AMP) method are presented. This short arc determination orbit method
Externí odkaz:
http://arxiv.org/abs/2301.07602