Zobrazeno 1 - 10
of 112
pro vyhledávání: '"Kolmus, A."'
As the sensitivity of the international gravitational wave detector network increases, observing binary neutron star signals will become more common. Moreover, since these signals will be louder, the chances of detecting them before their mergers inc
Externí odkaz:
http://arxiv.org/abs/2407.10263
Autor:
Kolmus, Alex, Janquart, Justin, Baka, Tomasz, van Laarhoven, Twan, Broeck, Chris Van Den, Heskes, Tom
Modern simulation-based inference techniques use neural networks to solve inverse problems efficiently. One notable strategy is neural posterior estimation (NPE), wherein a neural network parameterizes a distribution to approximate the posterior. Thi
Externí odkaz:
http://arxiv.org/abs/2403.02443
Due to its speed after training, machine learning is often envisaged as a solution to a manifold of the issues faced in gravitational-wave astronomy. Demonstrations have been given for various applications in gravitational-wave data analysis. In this
Externí odkaz:
http://arxiv.org/abs/2211.15097
We introduce ShortcutGen, a new data poisoning attack that generates sample-dependent, error-minimizing perturbations by learning a generator. The key novelty of ShortcutGen is the use of a randomly-initialized discriminator, which provides spurious
Externí odkaz:
http://arxiv.org/abs/2211.01086
Autor:
Liu, Zhuoran, Zhao, Zhengyu, Kolmus, Alex, Berns, Tijn, van Laarhoven, Twan, Heskes, Tom, Larson, Martha
Recent work has shown that imperceptible perturbations can be applied to craft unlearnable examples (ULEs), i.e. images whose content cannot be used to improve a classifier during training. In this paper, we reveal the road that researchers should fo
Externí odkaz:
http://arxiv.org/abs/2111.13244
Autor:
Kolmus, Alex, Baltus, Grégory, Janquart, Justin, van Laarhoven, Twan, Caudill, Sarah, Heskes, Tom
Fast, highly accurate, and reliable inference of the sky origin of gravitational waves would enable real-time multi-messenger astronomy. Current Bayesian inference methodologies, although highly accurate and reliable, are slow. Deep learning models h
Externí odkaz:
http://arxiv.org/abs/2111.00833
Autor:
Riccardo Guidi, Christopher Wedeles, Daqi Xu, Krzysztof Kolmus, Sarah E. Headland, Grace Teng, Joseph Guillory, Yi Jimmy Zeng, Tommy K. Cheung, Subhra Chaudhuri, Zora Modrusan, Yuxin Liang, Stuart Horswell, Benjamin Haley, Sascha Rutz, Christopher Rose, Yvonne Franke, Donald S. Kirkpatrick, Jason A. Hackney, Mark S. Wilson
Publikováno v:
Cell Reports, Vol 42, Iss 12, Pp 113515- (2023)
Summary: Argonaute (AGO) proteins execute microRNA (miRNA)-mediated gene silencing. However, it is unclear whether all 4 mammalian AGO proteins (AGO1, AGO2, AGO3, and AGO4) are required for miRNA activity. We generate Ago1, Ago3, and Ago4-deficient m
Externí odkaz:
https://doaj.org/article/25462c6054024fa48c41ad2cf5a0b832
Autor:
Guidi, Riccardo, Wedeles, Christopher, Xu, Daqi, Kolmus, Krzysztof, Headland, Sarah E., Teng, Grace, Guillory, Joseph, Zeng, Yi Jimmy, Cheung, Tommy K., Chaudhuri, Subhra, Modrusan, Zora, Liang, Yuxin, Horswell, Stuart, Haley, Benjamin, Rutz, Sascha, Rose, Christopher, Franke, Yvonne, Kirkpatrick, Donald S., Hackney, Jason A., Wilson, Mark S.
Publikováno v:
In Cell Reports 26 December 2023 42(12)
Autor:
Magda Markowska, Magdalena A. Budzinska, Anna Coenen-Stass, Senbai Kang, Ewa Kizling, Krzysztof Kolmus, Krzysztof Koras, Eike Staub, Ewa Szczurek
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-16 (2023)
Abstract Discovering synthetic lethal (SL) gene partners of cancer genes is an important step in developing cancer therapies. However, identification of SL interactions is challenging, due to a large number of possible gene pairs, inherent noise and
Externí odkaz:
https://doaj.org/article/ca1dad2c26964888ab597e9bf0ca4423
Publikováno v:
New J. Phys. 22 023038 (2020)
We demonstrate that a two-dimensional finite and periodic array of Ising spins coupled via RKKY-like exchange can exhibit tunable magnetic states ranging from three distinct magnetic regimes: (1) a conventional ferromagnetic regime, (2) a glass-like
Externí odkaz:
http://arxiv.org/abs/1804.08093