Zobrazeno 1 - 10
of 242 541
pro vyhledávání: '"Blanco AS"'
In this paper we provide a novel mathematical optimization based methodology to perturb the features of a given observation to be re-classified, by a tree ensemble classification rule, to a certain desired class. The method is based on these facts: t
Externí odkaz:
http://arxiv.org/abs/2412.03722
Path Planning methods for autonomously controlling swarms of unmanned aerial vehicles (UAVs) are gaining momentum due to their operational advantages. An increasing number of scenarios now require autonomous control of multiple UAVs, as autonomous op
Externí odkaz:
http://arxiv.org/abs/2412.03433
Federated Learning (FL) has emerged as a solution for distributed model training across decentralized, privacy-preserving devices, but the different energy capacities of participating devices (system heterogeneity) constrain real-world implementation
Externí odkaz:
http://arxiv.org/abs/2412.02289
This paper focuses on the task of measuring and forecasting incivility in conversations following replies to hate speech. Identifying replies that steer conversations away from hatred and elicit civil follow-up conversations sheds light into effectiv
Externí odkaz:
http://arxiv.org/abs/2412.02911
We derive a general procedure for calculating the gravitational wave background (GWB) from cosmic string loops whose typical shape evolves over time, as in gravitational backreaction. Using the results of a large-scale study of numerical gravitationa
Externí odkaz:
http://arxiv.org/abs/2411.16590
Research on Reinforcement Learning (RL) approaches for discrete optimization problems has increased considerably, extending RL to an area classically dominated by Operations Research (OR). Vehicle routing problems are a good example of discrete optim
Externí odkaz:
http://arxiv.org/abs/2411.14411
Autor:
Blanco-Mas, Pablo, Coloma, Pilar, Herrera, Gonzalo, Huber, Patrick, Kopp, Joachim, Shoemaker, Ian M., Tabrizi, Zahra
The PANDAX-4T and XENONnT experiments present indications of Coherent Elastic Neutrino Nucleus Scattering (CE$\nu$NS) from ${}^{8}$B solar neutrinos at 2.6$\sigma$ and 2.7$\sigma$, respectively. This constitutes the first observation of the neutrino
Externí odkaz:
http://arxiv.org/abs/2411.14206
Autor:
Agrawal, Sanjana, Blanco, Saúl A.
We study the problem of collaborative best-arm identification in stochastic linear bandits under a fixed-budget scenario. In our learning model, we consider multiple agents connected through a star network or a generic network, interacting with a lin
Externí odkaz:
http://arxiv.org/abs/2411.13690
Autor:
Blanco-Pillado, Jose J., Martín-Caro, Alberto García, Jiménez-Aguilar, Daniel, Queiruga, Jose M.
We introduce a systematic method to derive the effective action for domain walls directly from the scalar field theory that gives rise to their solitonic solutions. The effective action for the Goldstone mode, which characterizes the soliton's positi
Externí odkaz:
http://arxiv.org/abs/2411.13521
Autor:
Raptis, Savvas, Lindberg, Martin, Liu, Terry Z., Turner, Drew L., Lalti, Ahmad, Zhou, Yufei, Kajdič, Primož, Kouloumvakos, Athanasios, Sibeck, David G., Vuorinen, Laura, Michael, Adam, Shumko, Mykhaylo, Osmane, Adnane, Krämer, Eva, Turc, Lucile, Karlsson, Tomas, Katsavrias, Christos, Wilson III, Lynn B., Madanian, Hadi, Blanco-Cano, Xóchitl, Cohen, Ian J., Escoubet, C. Philippe
Shock-generated transients, such as hot flow anomalies (HFAs), upstream of planetary bow shocks, play a critical role in electron acceleration. Using multi-mission data from NASA's Magnetospheric Multiscale (MMS) and ESA's Cluster missions, we demons
Externí odkaz:
http://arxiv.org/abs/2411.12815