Ferran Mazzanti

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 3

Top Topics

Contrastive Divergence

Top Venues

ICLR (Workshop Poster)

Neural Networks

Publications

A. Prat Pou, E. Romero, J. Martí, Ferran Mazzanti
Mean field initialization of the Annealed Importance Sampling algorithm for an efficient evaluation of the Partition Function of Restricted Boltzmann Machines. CoRR (2024)
Ferran Mazzanti, Enrique Romero
Efficient Evaluation of the Partition Function of RBMs with Annealed Importance Sampling. CoRR (2020)
Enrique Romero, Ferran Mazzanti, Jordi Delgado, David Buchaca Prats
Weighted contrastive divergence. Neural Networks 114 (2019)
David Buchaca Prats, Enrique Romero, Ferran Mazzanti, Jordi Delgado
Stopping Criteria in Contrastive Divergence: Alternatives to the Reconstruction Error. ICLR (Workshop Poster) (2014)
Enric Farguell, Ferran Mazzanti, Eduardo Gómez-Ramírez
Boltzmann Machines Reduction by High-Order Decimation. IEEE Trans. Neural Networks 19 (10) (2008)