Learning Conditional Distributions using Mixtures of Truncated Basis Functions

Pérez-Bernabé, Inmaculada, Salmerón Cerdán, Antonio, Langseth, Helge
Հրապարակվել է 2017

Parameter learning in MTE networks using incomplete data

Fernández, Antonio, Langseth, Helge, Nielsen, Thomas D., Salmerón Cerdán, Antonio
Հրապարակվել է 2012

Parameter Estimation in Mixtures of Truncated Exponentials

Langseth, Helge, Nielsen, Thomas D., Rumí, Rafael, Salmerón Cerdán, Antonio
Հրապարակվել է 2012

Mixtures of Truncated Basis Functions

Langseth, Helge, Nielsen, Thomas D., Rumí, Rafael, Salmerón Cerdán, Antonio
Հրապարակվել է 2017

Learning Mixtures of Truncated Basis Functions from Data

Langseth, Helge, Nielsen, Thomas D., Pérez-Bernabé, Inmaculada, Salmerón Cerdán, Antonio
Հրապարակվել է 2017

Parallelization of the PC Algorithm

Madsen, Anders L., Jensen, Frank, Salmerón Cerdán, Antonio, Langseth, Helge, Nielsen, Thomas D.
Հրապարակվել է 2017

MPE inference in Conditional Linear Gaussian Networks

Salmerón Cerdán, Antonio, Rumí, Rafael, Langseth, Helge, Madsen, Anders L., Nielsen, Thomas D.
Հրապարակվել է 2017

Variational Inference over Nonstationary Data Streams for Exponential Family Models

Masegosa Arredondo, Andrés Ramón, Ramos López, Darío, Salmerón Cerdán, Antonio, Langseth, Helge, Nielsen, Thomas Dyhre
Հրապարակվել է 2023

A New Method for Vertical Parallelisation of TAN Learning Based on Balanced Incomplete Block Designs

Madsen, Anders L., Jensen, Frank, Salmerón Cerdán, Antonio, Karlsen, Martin, Langseth, Helge, Nielsen, Thomas D.
Հրապարակվել է 2017

Probabilistic Models with Deep Neural Networks

Masegosa Arredondo, Andrés Ramón, Cabañas de Paz, Rafael, Langseth, Helge, Nielsen, Thomas Dyhre, Salmerón Cerdán, Antonio
Հրապարակվել է 2021

MAP inference in dynamic hybrid Bayesian networks

Ramos López, Darío, Masegosa, Andrés R., Martínez, Ana M., Salmerón Cerdán, Antonio, Nielsen, Thomas D., Langseth, Helge, Madsen, Anders L.
Հրապարակվել է 2017

Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs

Salmerón Cerdán, Antonio, Madsen, Anders L., Jensen, Frank, Langseth, Helge, Nielsen, Thomas D., Ramos López, Darío, Martínez, Ana M., Masegosa, Andrés R.
Հրապարակվել է 2017

Modeling concept drift: A probabilistic graphical model based approach

Borchani, Hanen, Martínez, Ana M., Masegosa, Andrés R., Langseth, Helge, Nielsen, Thomas D., Salmerón Cerdán, Antonio, Fernández, Antonio, Madsen, Anders L., Sáez, Ramón
Հրապարակվել է 2017

Parallel Importance Sampling in Conditional Linear Gaussian Networks

Salmerón Cerdán, Antonio, Ramos López, Darío, Borchani, Hanen, Martínez, Ana M., Masegosa, Andrés R., Fernández, Antonio, Langseth, Helge, Madsen, Anders L., Nielsen, Thomas D.
Հրապարակվել է 2017