Miguel Ángel García-March

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Bilateral Symmetry

Boltzmann Machines

Supervised Training

Top Venues

Mach. Learn. Sci. Technol.

Publications

Przemyslaw R. Grzybowski, Antoni Jankiewicz, Eloy Piñol, David Cirauqui, Dorota H. Grzybowska, Pawel M. Petrykowski, Miguel Ángel García-March, Maciej Lewenstein, Gorka Muñoz-Gil, Alejandro Pozas-Kerstjens
Universal representation by Boltzmann machines with Regularised Axons. CoRR (2023)
Miguel Angel Lozano, Òscar Garibo i Orts, Eloy Piñol, Miguel Rebollo, Kristina Polotskaya, Miguel Ángel García-March, J. Alberto Conejero, Francisco Escolano, Nuria Oliver
Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract). IJCAI (2022)
Nicolás Firbas, Òscar Garibo i Orts, Miguel Ángel García-March, J. Alberto Conejero
Characterization of anomalous diffusion through convolutional transformers. CoRR (2022)
Thomás Fogarty, Miguel Ángel García-March, Lea F. Santos, Nathan L. Harshman
Probing the edge between integrability and quantum chaos in interacting few-atom systems. Quantum 5 (2021)
Miguel Angel Lozano, Òscar Garibo i Orts, Eloy Piñol, Miguel Rebollo, Kristina Polotskaya, Miguel Ángel García-March, J. Alberto Conejero, Francisco Escolano, Nuria Oliver
Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge. ECML/PKDD (4) (2021)
Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Eloy Piñol, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski
Efficient training of energy-based models via spin-glass control. Mach. Learn. Sci. Technol. 2 (2) (2021)
Przemyslaw R. Grzybowski, Gorka Muñoz-Gil, Alejandro Pozas-Kerstjens, Miguel Ángel García-March, Maciej Lewenstein
Understanding and improving unsupervised training of Boltzman machines. ESANN (2020)
Christos Charalambous, Miguel Ángel García-March, Gorka Muñoz-Gil, Przemyslaw R. Grzybowski, Maciej Lewenstein
Control of anomalous diffusion of a Bose polaron. Quantum 4 (2020)
Albert Ferrando, Miguel Ángel García-March
Symmetry in Electromagnetism. Symmetry 12 (5) (2020)
Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein
Machine learning method for single trajectory characterization. CoRR (2019)
Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski
Efficient training of energy-based models via spin-glass control. CoRR (2019)