no code implementations • 8 Jul 2023 • Yongcheng Ding, José D. Martín-Guerrero, Yolanda Vives-Gilabert, Xi Chen
Active Learning (AL) is a family of machine learning (ML) algorithms that predates the current era of artificial intelligence.
no code implementations • 14 Dec 2020 • Yue Ban, Javier Echanobe, Yongcheng Ding, Ricardo Puebla, Jorge Casanova
In particular, in the presence of a target, a quantum sensor delivers a response, i. e., the input data, which can be subsequently processed by a neural network that outputs the target features.
Quantum Physics
no code implementations • 27 Jul 2018 • Yongcheng Ding, Lucas Lamata, Mikel Sanz, Xi Chen, Enrique Solano
Quantum autoencoders allow for reducing the amount of resources in a quantum computation by mapping the original Hilbert space onto a reduced space with the relevant information.