José D. Martín-Guerrero

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Active Learning

Quantum Computation

Neural Architectures

Top Venues

Mach. Learn. Sci. Technol.

Int. J. Unconv. Comput.

Publications

Uraz Odyurt, Nadezhda Dobreva, Zef Wolffs, Yue Zhao, Antonio Ferrer Sánchez, Roberto Ruiz de Austri Bazan, José D. Martín-Guerrero, Ana Lucia Varbanescu, Sascha Caron
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering. CoRR (2024)
Sascha Caron, Nadezhda Dobreva, Antonio Ferrer Sánchez, José D. Martín-Guerrero, Uraz Odyurt, Roberto Ruiz de Austri Bazan, Zef Wolffs, Yue Zhao
TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era. CoRR (2024)
Yongcheng Ding, José D. Martín-Guerrero, Yolanda Vives-Gilabert, Xi Chen
Active Learning in Physics: From 101, to Progress, and Perspective. CoRR (2023)
Antonio Ferrer-Sánchez, Carlos Flores-Garrigos, Carlos Hernani-Morales, José J. Orquín-Marqués, Narendra N. Hegade, Alejandro Gomez Cadavid, Iraitz Montalban, Enrique Solano, Yolanda Vives-Gilabert, José D. Martín-Guerrero
Physics-Informed Neural Networks for an optimal counterdiabatic quantum computation. CoRR (2023)
José D. Martín-Guerrero, Lucas Lamata, Thomas Villmann
Quantum Artificial Intelligence: A tutorial. ESANN (2023)
Yongcheng Ding, Javier Gonzalez-Conde, Lucas Lamata, José D. Martín-Guerrero, Enrique Lizaso, Samuel Mugel, Xi Chen, Román Orús, Enrique Solano, Mikel Sanz
Toward Prediction of Financial Crashes with a D-Wave Quantum Annealer. Entropy 25 (2) (2023)
Carlos Hernani-Morales, Gabriel Alvarado Barrios, Francisco Albarrán-Arriagada, Yolanda Vives-Gilabert, Enrique Solano, José D. Martín-Guerrero
Machine Learning for maximizing the memristivity of single and coupled quantum memristors. CoRR (2023)
Yongcheng Ding, Xi Chen, José Rafael Magdalena Benedito, José D. Martín-Guerrero
Closed-loop control of a noisy qubit with reinforcement learning. Mach. Learn. Sci. Technol. 4 (2) (2023)
Mykola Harvat, José D. Martín-Guerrero
Memory degradation induced by attention in recurrent neural architectures. Neurocomputing 502 (2022)
Eduardo R. Miranda, Satvik Venkatesh, José D. Martín-Guerrero, Carlos Hernani-Morales, Lucas Lamata, Enrique Solano
An Approach to Interfacing the Brain with Quantum Computers: Practical Steps and Caveats. Int. J. Unconv. Comput. 17 (3) (2022)
Yongcheng Ding, Xi Chen, Rafael Magdalena-Benedicto, José D. Martín-Guerrero
Quantum Stream Learning. CoRR (2021)
Yongcheng Ding, José D. Martín-Guerrero, Yujing Song, José Rafael Magdalena Benedito, Xi Chen
Active Learning for the Optimal Design of Multinomial Classification in Physics. CoRR (2021)
Rui Wang, Carlos Hernani-Morales, José D. Martín-Guerrero, Enrique Solano, Francisco Albarrán-Arriagada
Quantum Pattern Recognition in Photonic Circuits. CoRR (2021)