Ferran Mazzanti

According to our database, Ferran Mazzanti authored at least 6 papers between 2007 and 2024.

Collaborative distances:

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

2024

Mean field initialization of the Annealed Importance Sampling algorithm for an efficient evaluation of the Partition Function of Restricted Boltzmann Machines.

A. Prat Pou, E. Romero, J. Martí, Ferran Mazzanti

CoRR, 2024

2020

Efficient Evaluation of the Partition Function of RBMs with Annealed Importance Sampling.

Ferran Mazzanti, Enrique Romero

CoRR, 2020

2019

Weighted contrastive divergence.

Enrique Romero, Ferran Mazzanti, Jordi Delgado, David Buchaca Prats

Neural Networks, 2019

2014

Stopping Criteria in Contrastive Divergence: Alternatives to the Reconstruction Error.

David Buchaca Prats, Enrique Romero, Ferran Mazzanti, Jordi Delgado

Proceedings of the 2nd International Conference on Learning Representations, 2014

2008

Boltzmann Machines Reduction by High-Order Decimation.

Enric Farguell, Ferran Mazzanti, Eduardo Gómez-Ramírez

IEEE Trans. Neural Networks, 2008

2007

ChapBoltzmann Machines Learning Using High Order Decimation.

Enric Farguell, Ferran Mazzanti, Eduardo Gómez-Ramírez

Proceedings of the Hybrid Intelligent Systems - Analysis and Design, 2007