research
∙
12/04/2020
Boosting offline handwritten text recognition in historical documents with few labeled lines
In this paper, we face the problem of offline handwritten text recogniti...
share
research
∙
02/22/2019
The Generalized Complex Kernel Least-Mean-Square Algorithm
We propose a novel adaptive kernel based regression method for complex-v...
research
∙
09/04/2018
Equalization with Expectation Propagation at Smoothing Level
In this paper we propose a smoothing turbo equalizer based on the expect...
research
∙
06/14/2018
Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo
Deep Gaussian Processes (DGPs) are hierarchical generalizations of Gauss...
research
∙
04/04/2018
Boosting Handwriting Text Recognition in Small Databases with Transfer Learning
In this paper we deal with the offline handwriting text recognition (HTR...
research
∙
01/09/2018
Deep Gaussian Processes with Decoupled Inducing Inputs
Deep Gaussian Processes (DGP) are hierarchical generalizations of Gaussi...
research
∙
10/31/2016
Complex-Valued Kernel Methods for Regression
Usually, complex-valued RKHS are presented as an straightforward applica...
research
∙
02/17/2015
Proper Complex Gaussian Processes for Regression
Complex-valued signals are used in the modeling of many systems in engin...
research
∙
03/12/2013