2 citations · 3 across the 2 of their papers we have counts for
8 papers
Inference of time-ordered multibody interactions
Unai Alvarez-Rodriguez, Luka V. Petrović, Ingo Scholtes
We introduce time-ordered multibody interactions to describe complex systems manifesting temporal as well as multibody dependencies. First, we show how the dynamics of multivariate…
Memory Order Decomposition of Symbolic Sequences
Unai Alvarez-Rodriguez, Vito Latora
We introduce a general method for the study of memory in symbolic sequences based on higher-order Markov analysis. The Markov process that best represents a sequence is expressed a…
Evolutionary dynamics of higher-order interactions in social networks
Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda +3
We live and cooperate in networks. However, links in networks only allow for pairwise interactions, thus making the framework suitable for dyadic games, but not for games that are…
Quantum Artificial Life in an IBM Quantum Computer
U. Alvarez-Rodriguez, M. Sanz, L. Lamata +1
We present the first experimental realization of a quantum artificial life algorithm in a quantum computer. The quantum biomimetic protocol encodes tailored quantum behaviors belon…
Quantum autoencoders via quantum adders with genetic algorithms
L. Lamata, U. Alvarez-Rodriguez, J. D. Martín-Guerrero +2
The quantum autoencoder is a recent paradigm in the field of quantum machine learning, which may enable an enhanced use of resources in quantum technologies. To this end, quantum n…
Supervised Quantum Learning without Measurements
Unai Alvarez-Rodriguez, Lucas Lamata, Pablo Escandell-Montero +2
We propose a quantum machine learning algorithm for efficiently solving a class of problems encoded in quantum controlled unitary operations. The central physical mechanism of the…