Zobrazeno 1 - 10
of 1 001
pro vyhledávání: '"A. Rousu"'
Autor:
Bushuiev, Roman, Bushuiev, Anton, de Jonge, Niek F., Young, Adamo, Kretschmer, Fleming, Samusevich, Raman, Heirman, Janne, Wang, Fei, Zhang, Luke, Dührkop, Kai, Ludwig, Marcus, Haupt, Nils A., Kalia, Apurva, Brungs, Corinna, Schmid, Robin, Greiner, Russell, Wang, Bo, Wishart, David S., Liu, Li-Ping, Rousu, Juho, Bittremieux, Wout, Rost, Hannes, Mak, Tytus D., Hassoun, Soha, Huber, Florian, van der Hooft, Justin J. J., Stravs, Michael A., Böcker, Sebastian, Sivic, Josef, Pluskal, Tomáš
The discovery and identification of molecules in biological and environmental samples is crucial for advancing biomedical and chemical sciences. Tandem mass spectrometry (MS/MS) is the leading technique for high-throughput elucidation of molecular st
Externí odkaz:
http://arxiv.org/abs/2410.23326
Autor:
Abbasi, Fatemeh, Rousu, Juho
In this mini-review, we explore the new prediction methods for drug combination synergy relying on high-throughput combinatorial screens. The fast progress of the field is witnessed in the more than thirty original machine learning methods published
Externí odkaz:
http://arxiv.org/abs/2404.02484
Autor:
Maolin Wang, Bingqing Deng, Tiemin Jiang, Adilai Duolikun, Yinshi Li, Abidan ainiwaer, Xuejiao Kang, Xuran Zheng, Zibigu Rousu, Qian Yu, Jing Li, Hui Wang, Chuanshan Zhang, Tuerganaili Aji, Yingmei Shao
Publikováno v:
Parasites & Vectors, Vol 17, Iss 1, Pp 1-13 (2024)
Abstract Background In patients with alveolar echinococcosis (AE), CD8+ T cells undergo functional exhaustion, which accelerates the malignant progression of AE. However, the role of inhibitory receptor CD244 in mediating CD8+ T cell exhaustion remai
Externí odkaz:
https://doaj.org/article/6281dad3043d4b28949542da311be13e
Aerosols found in the atmosphere affect the climate and worsen air quality. To mitigate these adverse impacts, aerosol formation and aerosol chemistry in the atmosphere need to be better mapped out and understood. Currently, mass spectrometry is the
Externí odkaz:
http://arxiv.org/abs/2309.02268
In this paper we propose a novel variable selection method for two-view settings, or for vector-valued supervised learning problems. Our framework is able to handle extremely large scale selection tasks, where number of data samples could be even mil
Externí odkaz:
http://arxiv.org/abs/2307.01558
Autor:
Rousu, Alexander Söderberg
We study fusion of two scalar Wilson defects. We propose that fusion holds at a quantum level by showing that bare one-point functions stay invariant. This is an expected result as the path integral stays invariant under fusion of the two defects. Th
Externí odkaz:
http://arxiv.org/abs/2304.10239
Autor:
Rousu, Alexander Söderberg
Replica twist defects are of codimension two and enter in quantum information when finding the R\'enyi entropy. In particular, they generate n replicas of the bulk conformal field theory. We study the monodromy of such defect and learn how a global O
Externí odkaz:
http://arxiv.org/abs/2304.08116
Autor:
Rousu, Alexander Söderberg
We study the $\phi^6 - \hat{\phi}^4$ model with $O(N)$-symmetry near three dimensions. This model has a sextic bulk-interaction and a quartic boundary-interaction. The bulk two-point correlator is found upto two-loops by solving the equation of motio
Externí odkaz:
http://arxiv.org/abs/2304.05786
Autor:
Rousu, Alexander Söderberg
We consider a conformal field theory in the presence of a boundary, and explain how two-point correlators of mixed bulk-local operators can be bootstrapped by exploiting the analytical structure of the conformal blocks. This yields the operator produ
Externí odkaz:
http://arxiv.org/abs/2304.02271
We propose and analyse a reduced-rank method for solving least-squares regression problems with infinite dimensional output. We derive learning bounds for our method, and study under which setting statistical performance is improved in comparison to
Externí odkaz:
http://arxiv.org/abs/2211.08958