Zobrazeno 1 - 10
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pro vyhledávání: '"González, A. Martín"'
Autor:
Fernández-Piñeiro, Pablo, Ferández-Veiga, Manuel, Díaz-Redondo, Rebeca P., Fernández-Vilas, Ana, González-Soto, Martín
In prototype-based federated learning, the exchange of model parameters between clients and the master server is replaced by transmission of prototypes or quantized versions of the data samples to the aggregation server. A fully decentralized deploym
Externí odkaz:
http://arxiv.org/abs/2411.09267
Autor:
Casado, Yolanda Cabrera, Gonçalves, María Inez Cardoso, Gonçalves, Daniel, Barquero, Dolores Martín, González, Cándido Martín, Campos, Iván Ruiz
In this paper, we establish a connection between evolution algebras of dimension two and Hopf algebras, via the algebraic group of automorphisms of an evolution algebra. Initially, we describe the Hopf algebra associated with the automorphism group o
Externí odkaz:
http://arxiv.org/abs/2407.15769
The group scheme of ternary automorphisms of a perfect finite dimensional evolution algebra A is computed. The main advantage of using group schemes is that it allows to apply the Lie functor to determine the Lie algebra of ternary derivations of A.
Externí odkaz:
http://arxiv.org/abs/2405.10241
Autor:
Casado, Yolanda Cabrera, Gonçalves, Maria Inez Cardoso, Gonçalves, Daniel, Barquero, Dolores Martín, González, Cándido Martín, Campos, Iván Ruiz
The leitmotiv of this paper is linking algebraic properties of an evolution algebra with combinatorial properties of the (possibly several) graphs that one can associate to the algebra. We link nondegeneracy, zero annihilator, absorption property, vo
Externí odkaz:
http://arxiv.org/abs/2404.08752
Autor:
Bock, Wolfgang, Canto, Cristóbal Gil, Barquero, Dolores Martín, González, Cándido Martín, Campos, Iván Ruiz, Sebandal, Alfilgen
In this note we prove that the algebras $L_K(E)$ and $KE$ have the same entropy. Entropy is always referred to the standard filtrations in the corresponding kind of algebra. The main argument leans on (1) the holomorphic functional calculus; (2) the
Externí odkaz:
http://arxiv.org/abs/2402.18585
Autor:
González-Soto, Martín, Díaz-Redondo, Rebeca P., Fernández-Veiga, Manuel, Rodríguez-Castro, Bruno, Fernández-Vilas, Ana
Publikováno v:
Computer Networks. Volume 239, 2024
Decentralised machine learning has recently been proposed as a potential solution to the security issues of the canonical federated learning approach. In this paper, we propose a decentralised and collaborative machine learning framework specially or
Externí odkaz:
http://arxiv.org/abs/2312.12190
We consider the intersection $\mathfrak{M}(A)$ of all maximal ideals of an evolution algebra $A$ and study the structure of the quotient $A/\M(A)$. In a previous work, maximal ideals have been related to hereditary subsets of a graph associated to th
Externí odkaz:
http://arxiv.org/abs/2311.00102
The theory of path algebras is usually circunscripted to the study of representations, usually linked to finite graphs. In our work, we focus on studying the structure of path algebras over a field associated to arbitrary graphs. We characterise perf
Externí odkaz:
http://arxiv.org/abs/2310.10580
In this article, we introduce a relation including ideals of an evolution algebra and hereditary subsets of vertices of its associated graph and establish some properties among them. This relation allows us to determine maximal ideals and ideals havi
Externí odkaz:
http://arxiv.org/abs/2303.04461
Using an effective field theory approach, we study coherent neutrino scattering on nuclei, in the setup pertinent to the COHERENT experiment. We include non-standard effects both in neutrino production and detection, with an arbitrary flavor structur
Externí odkaz:
http://arxiv.org/abs/2301.07036