Gorka Muñoz-Gil

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Boltzmann Machines

Diffusion Models

Stochastic Processes

Top Venues

Mach. Learn. Sci. Technol.

Publications

Florian Fürrutter, Gorka Muñoz-Gil, Hans J. Briegel
Quantum circuit synthesis with diffusion models. Nat. Mac. Intell. 6 (5) (2024)
Maud van Lier, Gorka Muñoz-Gil
Artificial Agency and Large Language Models. CoRR (2024)
Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein, Alexandre Dauphin, Gorka Muñoz-Gil
Learning minimal representations of stochastic processes with variational autoencoders. CoRR (2023)
Florian Fürrutter, Gorka Muñoz-Gil, Hans J. Briegel
Quantum circuit synthesis with diffusion models. CoRR (2023)
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)
Gorka Muñoz-Gil, Andrea López-Incera, Lukas J. Fiderer, Hans J. Briegel
Optimal foraging strategies can be learned and outperform Lévy walks. CoRR (2023)
Gorka Muñoz-Gil, Alexandre Dauphin, Federica A. Beduini, Alejandro Sánchez de Miguel
Citizen Science to Assess Light Pollution with Mobile Phones. Remote. Sens. 14 (19) (2022)
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)
Gorka Muñoz-Gil, Guillem Guigó i Corominas, Maciej Lewenstein
Unsupervised learning of anomalous diffusion data. CoRR (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)
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)