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Handling Ill-conditioned Omics Data with Deep Probabilistic Models

IEEE journal of biomedical and health informatics, 2023-09, Vol.PP (9), p.1-10

2023

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Expectation Propagation Detection for High-Order High-Dimensional MIMO Systems

IEEE transactions on communications, 2014-08, Vol.62 (8), p.2840-2849

2014

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Enhancing diversity in GANs via non-uniform sampling

Information sciences, 2023-08, Vol.637, p.118928, Article 118928

2023

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A Probabilistic Peeling Decoder to Efficiently Analyze Generalized LDPC Codes Over the BEC

IEEE transactions on information theory, 2019-08, Vol.65 (8), p.4831-4853

2019

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On the Waterfall Performance of Finite-Length SC-LDPC Codes Constructed From Protographs

IEEE journal on selected areas in communications, 2016-02, Vol.34 (2), p.345-361

2016

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Probabilistic MIMO Symbol Detection With Expectation Consistency Approximate Inference

IEEE transactions on vehicular technology, 2018-04, Vol.67 (4), p.3481-3494

2018

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Medical Data Wrangling With Sequential Variational Autoencoders

IEEE journal of biomedical and health informatics, 2022-06, Vol.26 (6), p.2737-2745

2022

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Turbo EP-Based Equalization: A Filter-Type Implementation

IEEE transactions on communications, 2018-09, Vol.66 (9), p.4259-4270

2018

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

IEEE transactions on information theory, 2021-06, Vol.67 (6), p.3708-3723

2021

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Obesity and Gestational Diabetes in Pregnant Care and Clinical Practice

Current vascular pharmacology, 2021-01, Vol.19 (2), p.154-164

2021

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Multi-task longitudinal forecasting with missing values on Alzheimer’s disease

Computer methods and programs in biomedicine, 2022-11, Vol.226, p.107056-107056, Article 107056

2022

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Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines

IEEE access, 2021, Vol.9, p.76674-76688

2021

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Regularizing transformers with deep probabilistic layers

Neural networks, 2023-04, Vol.161, p.565-574

2023

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Probabilistic Time of Arrival Localization

IEEE signal processing letters, 2019-11, Vol.26 (11), p.1683-1687

2019

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Alzheimer's Disease Detection in EEG Sleep Signals

IEEE journal of biomedical and health informatics, 2024-10, Vol.PP, p.1-13

2024

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Expectation Propagation as Turbo Equalizer in ISI Channels

IEEE transactions on communications, 2017-01, Vol.65 (1), p.360-370

2017

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Bayesian sparse factor analysis with kernelized observations

Neurocomputing (Amsterdam), 2022-06, Vol.490, p.66-78

2022

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Deep Sequential Models for Suicidal Ideation From Multiple Source Data

IEEE journal of biomedical and health informatics, 2019-11, Vol.23 (6), p.2286-2293

2019

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Scalable multi-output label prediction: From classifier chains to classifier trellises

Pattern recognition, 2015-06, Vol.48 (6), p.2096-2109

2015

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Generalized LDPC Codes for Ultra Reliable Low Latency Communication in 5G and Beyond

IEEE access, 2018, Vol.6, p.72002-72014

2018

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Automatic patient functionality assessment from multimodal data using deep learning techniques – Development and feasibility evaluation

Internet interventions : the application of information technology in mental and behavioural health, 2023-09, Vol.33, p.100657-100657, Article 100657

2023

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A Scaling Law to Predict the Finite-Length Performance of Spatially-Coupled LDPC Codes

IEEE transactions on information theory, 2015-06, Vol.61 (6), p.3164-3184

2015

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Identification of predictive models including polymorphisms in cytokines genes and clinical variables associated with post-transplant complications after identical HLA-allogeneic stem cell transplantation

Frontiers in immunology, 2024, Vol.15, p.1396284

2024

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Continuous Transmission of Spatially Coupled LDPC Code Chains

IEEE transactions on communications, 2017-12, Vol.65 (12), p.5097-5109

2017

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Basal‐bolus insulin therapy reduces maternal triglycerides in gestational diabetes without modifying cholesteryl ester transfer protein activity

The journal of obstetrics and gynaecology research, 2017-09, Vol.43 (9), p.1397-1404

2017

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Handling Ill-conditioned Omics Data with Deep Probabilistic Models

Expectation Propagation Detection for High-Order High-Dimensional MIMO Systems

Enhancing diversity in GANs via non-uniform sampling

A Probabilistic Peeling Decoder to Efficiently Analyze Generalized LDPC Codes Over the BEC

On the Waterfall Performance of Finite-Length SC-LDPC Codes Constructed From Protographs

Probabilistic MIMO Symbol Detection With Expectation Consistency Approximate Inference

Medical Data Wrangling With Sequential Variational Autoencoders

Turbo EP-Based Equalization: A Filter-Type Implementation

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

Obesity and Gestational Diabetes in Pregnant Care and Clinical Practice

Multi-task longitudinal forecasting with missing values on Alzheimer’s disease

Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines

Regularizing transformers with deep probabilistic layers

Probabilistic Time of Arrival Localization

Alzheimer's Disease Detection in EEG Sleep Signals

Expectation Propagation as Turbo Equalizer in ISI Channels

Bayesian sparse factor analysis with kernelized observations

Deep Sequential Models for Suicidal Ideation From Multiple Source Data

Scalable multi-output label prediction: From classifier chains to classifier trellises

Generalized LDPC Codes for Ultra Reliable Low Latency Communication in 5G and Beyond

Automatic patient functionality assessment from multimodal data using deep learning techniques – Development and feasibility evaluation

A Scaling Law to Predict the Finite-Length Performance of Spatially-Coupled LDPC Codes

Identification of predictive models including polymorphisms in cytokines genes and clinical variables associated with post-transplant complications after identical HLA-allogeneic stem cell transplantation

Continuous Transmission of Spatially Coupled LDPC Code Chains

Basal‐bolus insulin therapy reduces maternal triglycerides in gestational diabetes without modifying cholesteryl ester transfer protein activity

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