Pablo M. Olmos

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Universidad Carlos III de Madrid

Bayesian Sparse Factor Analysis with Kernelized Observations

Latent variable models for multi-view learning attempt to find low-dimen...
06/01/2020 ∙ by Carlos Sevilla-Salcedo, et al. ∙ 0 ∙ share

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Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis

The Bayesian approach to feature extraction, known as factor analysis (F...
01/24/2020 ∙ by Carlos Sevilla-Salcedo, et al. ∙ 7 ∙ share

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Deep Sequential Models for Suicidal Ideation from Multiple Source Data

This article presents a novel method for predicting suicidal ideation fr...
11/06/2019 ∙ by Ignacio Peis, et al. ∙ 0 ∙ share

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Improved BiGAN training with marginal likelihood equalization

We propose a novel training procedure for improving the performance of g...
11/04/2019 ∙ by Pablo Sánchez-Martín, et al. ∙ 8 ∙ share

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Spatially Coupled Generalized LDPC Codes: Asymptotic Analysis and Finite Length Scaling

Generalized low-density parity-check (GLDPC) codes are a class of LDPC c...
10/30/2019 ∙ by David G. M. Mitchell, et al. ∙ 0 ∙ share

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On Generalized LDPC Codes for 5G Ultra Reliable Communication

Generalized low-density parity-check (GLDPC) codes, where single parity-...
10/15/2019 ∙ by Yanfang Liu, et al. ∙ 0 ∙ share

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Probabilistic Time of Arrival Localization

In this paper, we take a new approach for time of arrival geo-localizati...
10/15/2019 ∙ by Fernando Perez-Cruz, et al. ∙ 0 ∙ share

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Probabilistic MIMO Symbol Detection with Expectation Consistency Approximate Inference

In this paper we explore low-complexity probabilistic algorithms for sof...
10/02/2019 ∙ by Javier Cépedes, et al. ∙ 0 ∙ share

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Out-of-Sample Testing for GANs

We propose a new method to evaluate GANs, namely EvalGAN. EvalGAN relies...
01/28/2019 ∙ by Pablo Sánchez-Martín, et al. ∙ 0 ∙ share

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Handling Incomplete Heterogeneous Data using VAEs

Variational autoencoders (VAEs), as well as other generative models, hav...
07/10/2018 ∙ by Alfredo Nazabal, et al. ∙ 0 ∙ share

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Boosting Handwriting Text Recognition in Small Databases with Transfer Learning

In this paper we deal with the offline handwriting text recognition (HTR...
04/04/2018 ∙ by José Carlos Aradillas, et al. ∙ 0 ∙ share

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Pablo M. Olmos

Featured Co-authors

Zoubin Ghahramani

Isabel Valera

Fernando Perez-Cruz

Michael Lentmaier

Antonio Artés-Rodríguez

Michael Minyi Zhang

Juan José Murillo-Fuentes

Yanfang Liu

David G. M. Mitchell

Alfredo Nazabal

Vanessa Gómez-Verdejo

Bayesian Sparse Factor Analysis with Kernelized Observations

Sparse Semi-supervised Heterogeneous Interbattery Bayesian Analysis

Deep Sequential Models for Suicidal Ideation from Multiple Source Data

Improved BiGAN training with marginal likelihood equalization

Spatially Coupled Generalized LDPC Codes: Asymptotic Analysis and Finite Length Scaling

On Generalized LDPC Codes for 5G Ultra Reliable Communication

Probabilistic Time of Arrival Localization

Probabilistic MIMO Symbol Detection with Expectation Consistency Approximate Inference

Out-of-Sample Testing for GANs

Handling Incomplete Heterogeneous Data using VAEs

Boosting Handwriting Text Recognition in Small Databases with Transfer Learning