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Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines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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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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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, 2024-08, Vol.15, p.1396284

2024

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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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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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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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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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Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study

JMIR formative research, 2023-01, Vol.7, p.e47167-e47167

2023

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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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Entropy-Constrained Scalar Quantization with a Lossy-Compressed Bit

Entropy (Basel, Switzerland), 2016-12, Vol.18 (12), p.449-449

2016

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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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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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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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Regularizing transformers with deep probabilistic layers

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

2023

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Tree Expectation Propagation for ML Decoding of LDPC Codes over the BEC

IEEE transactions on communications, 2013-02, Vol.61 (2), p.465-473

2013

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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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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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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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Predicting Emotional States Using Behavioral Markers Derived From Passively Sensed Data: Data-Driven Machine Learning Approach

JMIR mHealth and uHealth, 2021-03, Vol.9 (3), p.e24465-e24465

2021

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Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis

Neural computation, 2016-02, Vol.28 (2), p.354-381

2016

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Handling incomplete heterogeneous data using VAEs

Pattern recognition, 2020-11, Vol.107, p.107501, Article 107501

2020

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

Expectation Propagation as Turbo Equalizer in ISI Channels

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

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

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

Enhancing diversity in GANs via non-uniform sampling

Handling Ill-conditioned Omics Data with Deep Probabilistic Models

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

Probabilistic MIMO Symbol Detection With Expectation Consistency Approximate Inference

Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study

Medical Data Wrangling With Sequential Variational Autoencoders

Entropy-Constrained Scalar Quantization with a Lossy-Compressed Bit

Turbo EP-Based Equalization: A Filter-Type Implementation

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

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

Regularizing transformers with deep probabilistic layers

Tree Expectation Propagation for ML Decoding of LDPC Codes over the BEC

Probabilistic Time of Arrival Localization

Bayesian sparse factor analysis with kernelized observations

Deep Sequential Models for Suicidal Ideation From Multiple Source Data

Continuous Transmission of Spatially Coupled LDPC Code Chains

Predicting Emotional States Using Behavioral Markers Derived From Passively Sensed Data: Data-Driven Machine Learning Approach

Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis

Handling incomplete heterogeneous data using VAEs

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