Vanessa Gómez-Verdejo | DeepAI

AI Chat

Featured Co-authors

Pablo M. Olmos
20 publications
Jussi Tohka
18 publications
Manel Martínez-Ramón
15 publications
Jerónimo Arenas-García
8 publications
Carlos Sevilla-Salcedo
6 publications
Vandad Imani
5 publications
Sergio Muñoz-Romero
3 publications
Emilio Parrado-Hernandez
3 publications
Alejandro Guerrero-López
3 publications
Ascensión Gallardo-Antolín
1 publication
Óscar García-Hinde
1 publication

∙ 02/20/2023

Adaptive Sparse Gaussian Process

Adaptive learning is necessary for non-stationary environments where the...

0 Vanessa Gómez-Verdejo, et al. ∙

∙ 09/07/2022

Bayesian learning of feature spaces for multitasks problems

This paper presents a Bayesian framework to construct non-linear, parsim...

0 Carlos Sevilla-Salcedo, et al. ∙

∙ 07/19/2022

Multi-view hierarchical Variational AutoEncoders with Factor Analysis latent space

Real-world databases are complex, they usually present redundancy and sh...

0 Alejandro Guerrero-López, et al. ∙

∙ 01/13/2022

Multi-task longitudinal forecasting with missing values on Alzheimer's Disease

Machine learning techniques typically applied to dementia forecasting la...

0 Carlos Sevilla-Salcedo, et al. ∙

∙ 12/22/2021

Nonnegative OPLS for Supervised Design of Filter Banks: Application to Image and Audio Feature Extraction

Audio or visual data analysis tasks usually have to deal with high-dimen...

6 Sergio Muñoz-Romero, et al. ∙

∙ 12/22/2021

Regularized Multivariate Analysis Framework for Interpretable High-Dimensional Variable Selection

Multivariate Analysis (MVA) comprises a family of well-known methods for...

0 Sergio Muñoz-Romero, et al. ∙

∙ 06/05/2020

A conditional one-output likelihood formulation for multitask Gaussian processes

Multitask Gaussian processes (MTGP) are the Gaussian process (GP) framew...

0 Vanessa Gómez-Verdejo, et al. ∙

∙ 06/01/2020

Bayesian Sparse Factor Analysis with Kernelized Observations

Latent variable models for multi-view learning attempt to find low-dimen...

0 Carlos Sevilla-Salcedo, et al. ∙

∙ 01/24/2020

Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis

The Bayesian approach to feature extraction, known as factor analysis (F...

7 Carlos Sevilla-Salcedo, et al. ∙

∙ 05/09/2016

Why (and How) Avoid Orthogonal Procrustes in Regularized Multivariate Analysis

Multivariate Analysis (MVA) comprises a family of well-known methods for...

0 Sergio Muñoz-Romero, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world