Inference of time-ordered multibody interactions

1 code implementation • 29 Nov 2021 • 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.

Evolutionary dynamics of higher-order interactions in social networks

no code implementations • 28 Jan 2020 • Unai Alvarez-Rodriguez, Federico Battiston, Guilherme Ferraz de Arruda, Yamir Moreno, Matjaz Perc, Vito Latora

We live and cooperate in networks.

Physics and Society Social and Information Networks Populations and Evolution

Supervised Quantum Learning without Measurements

no code implementations • 16 Dec 2016 • Unai Alvarez-Rodriguez, Lucas Lamata, Pablo Escandell-Montero, José D. Martín-Guerrero, Enrique Solano

We propose a quantum machine learning algorithm for efficiently solving a class of problems encoded in quantum controlled unitary operations.

BIG-bench Machine Learning Quantum Machine Learning