Gorka Muñoz-Gil

According to our database, Gorka Muñoz-Gil authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Quantum circuit synthesis with diffusion models.

Florian Fürrutter, Gorka Muñoz-Gil, Hans J. Briegel

CoRR, 2023

Universal representation by Boltzmann machines with Regularised Axons.

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

CoRR, 2023

Learning minimal representations of stochastic processes with variational autoencoders.

Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein, Alexandre Dauphin, Gorka Muñoz-Gil

CoRR, 2023

Optimal foraging strategies can be learned and outperform Lévy walks.

Gorka Muñoz-Gil, Andrea López-Incera, Lukas J. Fiderer, Hans J. Briegel

CoRR, 2023

2022

Citizen Science to Assess Light Pollution with Mobile Phones.

Gorka Muñoz-Gil, Alexandre Dauphin, Federica A. Beduini, Alejandro Sánchez de Miguel

Remote. Sens., 2022

2021

Efficient training of energy-based models via spin-glass control.

Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Eloy Piñol, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski

Mach. Learn. Sci. Technol., 2021

Unsupervised learning of anomalous diffusion data.

Gorka Muñoz-Gil, Guillem Guigó i Corominas, Maciej Lewenstein

CoRR, 2021

2020

Control of anomalous diffusion of a Bose polaron.

Christos Charalambous, Miguel Ángel García-March, Gorka Muñoz-Gil, Przemyslaw R. Grzybowski, Maciej Lewenstein

Quantum, 2020

Understanding and improving unsupervised training of Boltzman machines.

Przemyslaw R. Grzybowski, Gorka Muñoz-Gil, Alejandro Pozas-Kerstjens, Miguel Ángel García-March, Maciej Lewenstein

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Efficient training of energy-based models via spin-glass control.

Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski

CoRR, 2019

Machine learning method for single trajectory characterization.

Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein

CoRR, 2019