Zobrazeno 1 - 10
of 504
pro vyhledávání: '"Artemev, A. A."'
Autor:
Artemev, Aleksandr, Chaban, Igor
In view of recent progress in studying matrix model-2D gravity duality, we reexamine some features of $(2,2p+1)$ minimal string. After reviewing both sides of the proposed correspondence in this case, a previously unnoted identification between corre
Externí odkaz:
http://arxiv.org/abs/2403.02305
Autor:
Ober, Sebastian W., Artemev, Artem, Wagenländer, Marcel, Grobins, Rudolfs, van der Wilk, Mark
Gaussian processes (GPs) are a mature and widely-used component of the ML toolbox. One of their desirable qualities is automatic hyperparameter selection, which allows for training without user intervention. However, in many realistic settings, appro
Externí odkaz:
http://arxiv.org/abs/2402.09849
Autor:
Artemev, Aleksandr
Previously it was suggested, motivated by correspondence with JT gravity, that tachyon correlators in $(2,2p+1)$ minimal Liouville gravity (MLG) in the $p\to \infty$ (semiclassical) limit should be interpreted as moduli space volumes for constant cur
Externí odkaz:
http://arxiv.org/abs/2305.08118
Autor:
D. O. Maksimov, D. A. Naumova, E. A. Astakhova, V. V. Artemev, S. A. Biryukov, I. S. Abramov, A. A. Navoikova, N. V. Rudev, S. G. Feoktistova, O. V. Glazova, O. N. Mityaeva, P. Yu. Volchkov
Publikováno v:
Биопрепараты: Профилактика, диагностика, лечение, Vol 24, Iss 2, Pp 215-228 (2024)
INTRODUCTION. The creation of synthetic adeno-associated virus (AAV) vectors during gene therapy development is a labour-intensive and expensive process. The optimal solution to minimise the time and costs associated with gene therapy development lie
Externí odkaz:
https://doaj.org/article/ca88668e6b554917a47143e75b0e751a
Autor:
Picheny, Victor, Berkeley, Joel, Moss, Henry B., Stojic, Hrvoje, Granta, Uri, Ober, Sebastian W., Artemev, Artem, Ghani, Khurram, Goodall, Alexander, Paleyes, Andrei, Vakili, Sattar, Pascual-Diaz, Sergio, Markou, Stratis, Qing, Jixiang, Loka, Nasrulloh R. B. S, Couckuyt, Ivo
We present Trieste, an open-source Python package for Bayesian optimization and active learning benefiting from the scalability and efficiency of TensorFlow. Our library enables the plug-and-play of popular TensorFlow-based models within sequential d
Externí odkaz:
http://arxiv.org/abs/2302.08436
Autor:
Artemev, Aleksandr, Belavin, Vladimir
We present a method for the first principles calculation of tachyon one-point amplitudes in $(2,2p+1)$ minimal Liouville gravity defined on a torus. The method is based on the higher equations of motion in the Liouville CFT. These equations were earl
Externí odkaz:
http://arxiv.org/abs/2210.14568
Autor:
Terenin, Alexander, Burt, David R., Artemev, Artem, Flaxman, Seth, van der Wilk, Mark, Rasmussen, Carl Edward, Ge, Hong
Publikováno v:
Journal of Machine Learning Research, 2024
Gaussian processes are frequently deployed as part of larger machine learning and decision-making systems, for instance in geospatial modeling, Bayesian optimization, or in latent Gaussian models. Within a system, the Gaussian process model needs to
Externí odkaz:
http://arxiv.org/abs/2210.07893
Autor:
Artemev, A., Belavin, A.
In this article, we will show how to use Zamolodchikov's higher equations of motion in Liouville field theory to explicitly calculate $N$-point correlation numbers in minimal Liouville gravity for $N>4$. We find the explicit expression for the 5-poin
Externí odkaz:
http://arxiv.org/abs/2207.01665
Software packages like TensorFlow and PyTorch are designed to support linear algebra operations, and their speed and usability determine their success. However, by prioritising speed, they often neglect memory requirements. As a consequence, the impl
Externí odkaz:
http://arxiv.org/abs/2206.14148
Autor:
Artemev, Aleksandr
Publikováno v:
Nuclear Physics B, Volume 981, August 2022, 115876
In this note we report on some properties of correlation numbers for 2-dimensional Liouville gravity coupled with $(2,2p+1)$ minimal model at large $p$. In the limit $p \to \infty$, for some explicitly known examples in a particular region of paramet
Externí odkaz:
http://arxiv.org/abs/2203.06629