Mário A. T. Figueiredo

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 109

Top Venues

Publications

Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues, Mário A. T. Figueiredo
Imputation of data Missing Not at Random: Artificial generation and benchmark analysis. Expert Syst. Appl. 249 (2024)
Ricardo Miguel de Oliveira Moreira, Jacopo Bono, Mário Cardoso, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
DiConStruct: Causal Concept-based Explanations through Black-Box Distillation. CLeaR (2024)
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints. CoRR (2024)
Artur J. Ferreira, Mário A. T. Figueiredo
A Mutual Information Based Discretization-Selection Technique. ICPRAM (2024)
João Pandeirada, Miguel Bergano, Paulo A. C. Marques, Bruno Coelho, Domingos Barbosa, Mário A. T. Figueiredo
ATLAS: Latest Advancements and First Observations. Remote. Sens. 16 (4) (2024)
Catarina Palma, Artur J. Ferreira, Mário A. T. Figueiredo
Explainable Machine Learning for Malware Detection on Android Applications. Inf. 15 (1) (2024)
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Javier Liébana, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints. Trans. Mach. Learn. Res. 2024 (2024)
André F. C. Gomes, Mário A. T. Figueiredo
A Measure of Synergy Based on Union Information. Entropy 26 (3) (2024)
Ricardo Moreira, Jacopo Bono, Mário Cardoso, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
DiConStruct: Causal Concept-based Explanations through Black-Box Distillation. CoRR (2024)
Margarida M. Campos, António Farinhas, Chrysoula Zerva, Mário A. T. Figueiredo, André F. T. Martins
Conformal Prediction for Natural Language Processing: A Survey. CoRR (2024)
André F. C. Gomes, Mário A. T. Figueiredo
A Measure of Synergy based on Union Information. CoRR (2024)
Marina Ljubenovic, Mário A. T. Figueiredo, Arianna Traviglia
Blind Deblurring of THz Time-Domain Images Based on Low-Rank Representation. VISIGRAPP (3): VISAPP (2024)
Artur J. Ferreira, Mário A. T. Figueiredo
Leveraging Explainability with K-Fold Feature Selection. ICPRAM (2023)
Francisco L. Andrade, Mário A. T. Figueiredo, João Xavier
Distributed Banach-Picard Iteration for Locally Contractive Maps. IEEE Trans. Autom. Control. 68 (2) (2023)
Jean V. Alves, Diogo Leitão, Sérgio M. Jesus, Marco O. P. Sampaio, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
FiFAR: A Fraud Detection Dataset for Learning to Defer. CoRR (2023)
Mário A. T. Figueiredo, Catarina A. Oliveira
Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model. CLeaR (2023)
André F. C. Gomes, Mário A. T. Figueiredo
Orders between Channels and Implications for Partial Information Decomposition. Entropy 25 (7) (2023)
Arlindo L. Oliveira, Tiago Domingos, Mário A. T. Figueiredo, Pedro U. Lima
DeepThought: An Architecture for Autonomous Self-motivated Systems. CoRR (2023)
Francisco L. Andrade, Mário A. T. Figueiredo, João Xavier
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA. IEEE Trans. Signal Process. 71 (2023)
Artur J. Ferreira, Mário A. T. Figueiredo
Union k-Fold Feature Selection on Microarray Data. DATA (2023)
André F. C. Gomes, Mário A. T. Figueiredo
Orders between channels and some implications for partial information decomposition. CoRR (2023)
Ricardo Cardoso Pereira, Pedro Pereira Rodrigues, Mário A. T. Figueiredo, Pedro Henriques Abreu
Automatic Delta-Adjustment Method Applied to Missing Not At Random Imputation. ICCS (1) (2023)
José Pombal, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Fairness-Aware Data Valuation for Supervised Learning. CoRR (2023)
Mário A. T. Figueiredo
Causal Discovery from Observation Data: Some Recent Advances. ICPRAM (2023)
Mário A. T. Figueiredo, Catarina A. Oliveira
Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model. CoRR (2023)
João Pedro Araújo, Mário A. T. Figueiredo, Miguel Ayala Botto
Control with adaptive Q-learning: A comparison for two classical control problems. Eng. Appl. Artif. Intell. 112 (2022)
José Pombal, André Ferreira Cruz, João Bravo, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions. CoRR (2022)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
Sparse Continuous Distributions and Fenchel-Young Losses. J. Mach. Learn. Res. 23 (2022)
Gonçalo Rui Alves Faria, André F. T. Martins, Mário A. T. Figueiredo
Differentiable Causal Discovery Under Latent Interventions. CLeaR (2022)
Adara S. R. Nogueira, Artur J. Ferreira, Mário A. T. Figueiredo
A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques. ICPRAM (2022)
Diogo Leitão, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Human-AI Collaboration in Decision-Making: Beyond Learning to Defer. CoRR (2022)
Fábio Mendonça, Sheikh Shanawaz Mostafa, Fernando Morgado Dias, Antonio G. Ravelo-García, Mário A. T. Figueiredo
ProBoost: a Boosting Method for Probabilistic Classifiers. CoRR (2022)
José Pombal, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction. CoRR (2022)
João Santinha, Celso Matos, Nickolas Papanikolaou, Mário A. T. Figueiredo
Improving Generalizability to Out-of-Distribution Data in Radiogenomic Models to Predict IDH Mutation Status in Glioma Patients. MeMeA (2022)
Gonçalo R. A. Faria, André F. T. Martins, Mário A. T. Figueiredo
Differentiable Causal Discovery Under Latent Interventions. CoRR (2022)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Block-Gaussian-Mixture Priors for Hyperspectral Denoising and Inpainting. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Artur J. Ferreira, Mário A. T. Figueiredo
On the Improvement of Feature Selection Techniques: The Fitness Filter. ICPRAM (2021)
João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. KDD (2021)
Antonio Plaza, Jun Li, Mário A. T. Figueiredo
An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing. IGARSS (2021)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
Sparse Continuous Distributions and Fenchel-Young Losses. CoRR (2021)
Francisco L. Andrade, Mário A. T. Figueiredo, João Xavier
Distributed Picard Iteration. CoRR (2021)
Francisco L. Andrade, Mário A. T. Figueiredo, João Xavier
Distributed Picard Iteration: Application to Distributed EM and Distributed PCA. CoRR (2021)
Marek Smieja, Maciej Kolomycki, Lukasz Struski, Mateusz Juda, Mário A. T. Figueiredo
Iterative Imputation of Missing Data Using Auto-Encoder Dynamics. ICONIP (3) (2020)
Matilde Tristany, Sérgio Pequito, Pedro A. Santos, Mário A. T. Figueiredo
Equilibrium Propagation for Complete Directed Neural Networks. CoRR (2020)
Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias
Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling. IEEE Access 8 (2020)
Linda Bianchini, João Santinha, Nuno Loução, Mário A. T. Figueiredo, Francesca Botta, Daniela Origgi, Marta Cremonesi, Enrico Cassano, Nikolaos Papanikolaou, Alessandro Lascialfari
-weighted images of a customized MR pelvic phantom setting the basis for robust radiomic models in clinics. CoRR (2020)
Marek Smieja, Lukasz Struski, Mário A. T. Figueiredo
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints. CoRR (2020)
Marek Smieja, Lukasz Struski, Mário A. T. Figueiredo
A classification-based approach to semi-supervised clustering with pairwise constraints. Neural Networks 127 (2020)
João Pedro Araújo, Mário A. T. Figueiredo, Miguel Ayala Botto
Single-partition adaptive Q-learning. CoRR (2020)
Oumaima El Mansouri, Adrian Basarab, Mário A. T. Figueiredo, Denis Kouamé, Jean-Yves Tourneret
Ultrasound And Magnetic Resonance Image Fusion Using A Patch-Wise Polynomial Model. ICIP (2020)
Matilde Tristany, Sérgio Pequito, Pedro A. Santos, Mário A. T. Figueiredo
Equilibrium Propagation for Complete Directed Neural Networks. ESANN (2020)
João Pedro Araújo, Mário A. T. Figueiredo, Miguel Ayala Botto
Control with adaptive Q-learning. CoRR (2020)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Vlad Niculae, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
Sparse and Continuous Attention Mechanisms. CoRR (2020)
Guilherme G. P. Freitas Pires, Mário A. T. Figueiredo
Variational Mixture of Normalizing Flows. CoRR (2020)
Guilherme G. P. Freitas Pires, Mário A. T. Figueiredo
Variational MIxture of Normalizing Flows. ESANN (2020)
Jorge Pessoa, Helena Aidos, Pedro Tomás, Mário A. T. Figueiredo
End-to-End Learning of Video Compression using Spatio-Temporal Autoencoders. SiPS (2020)
André F. T. Martins, António Farinhas, Marcos V. Treviso, Vlad Niculae, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
Sparse and Continuous Attention Mechanisms. NeurIPS (2020)
João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. CoRR (2020)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
External Patch-Based Image Restoration Using Importance Sampling. IEEE Trans. Image Process. 28 (9) (2019)
João B. S. Carvalho, José-Maria Moreira, Mário A. T. Figueiredo, Nikolaos Papanikolaou
Automatic Detection and Segmentation of Lung Lesions using Deep Residual CNNs. BIBE (2019)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Image Restoration and Reconstruction using Targeted Plug-and-Play Priors. IEEE Trans. Computational Imaging 5 (4) (2019)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising. IEEE Trans. Image Process. 28 (1) (2019)
Catarina Barata, Mário A. T. Figueiredo, Jorge S. Marques
Multiple Motion Fields for Multiple Types of Agents. ICIP (2019)
Lina Zhuang, Chia-Hsiang Lin, Mário A. T. Figueiredo, José M. Bioucas-Dias
Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias
SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising. IEEE Access 7 (2019)
Marina Ljubenovic, Mário A. T. Figueiredo
Plug-and-play approach to class-adapted blind image deblurring. Int. J. Document Anal. Recognit. 22 (2) (2019)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
External Patch-Based Image Restoration Using Importance Sampling. CoRR (2018)
Amirhossein Javaheri, Hadi Zayyani, Mário A. T. Figueiredo, Farrokh Marvasti
Impulsive Noise Robust Sparse Recovery via Continuous Mixed Norm. CoRR (2018)
Milad Niknejad, Mário A. T. Figueiredo
Poisson Image Denoising Using Best Linear Prediction: A Post-processing Framework. CoRR (2018)
Dejiao Zhang, Julian Katz-Samuels, Mário A. T. Figueiredo, Laura Balzano
Simultaneous Sparsity and Parameter Tying for Deep Learning Using Ordered Weighted ℓ1 Regularization. SSP (2018)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging. CoRR (2018)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Image Restoration Using Conditional Random Fields and Scale Mixtures of Gaussians. CoRR (2018)
Miguel Monteiro, Mário A. T. Figueiredo, Arlindo L. Oliveira
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation. CoRR (2018)
Dejiao Zhang, Haozhu Wang, Mário A. T. Figueiredo, Laura Balzano
Learning to Share: simultaneous parameter tying and Sparsification in Deep Learning. ICLR (Poster) (2018)
Amirhossein Javaheri, Hadi Zayyani, Mário A. T. Figueiredo, Farrokh Marvasti
Robust Sparse Recovery in Impulsive Noise via Continuous Mixed Norm. IEEE Signal Process. Lett. 25 (8) (2018)
Manuele Bicego, Mário A. T. Figueiredo
Clustering via binary embedding. Pattern Recognit. 83 (2018)
Milad Niknejad, Mário A. T. Figueiredo
Poisson Image Denoising Using Best Linear Prediction: a Post-Processing Framework. EUSIPCO (2018)
Mário A. T. Figueiredo
Synthesis versus analysis in patch-based image priors. ICASSP (2017)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Hyperspectral Sharpening using Scene-adapted Gaussian Mixture Priors. CoRR (2017)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Sharpening Hyperspectral Images Using Spatial and Spectral Priors in a Plug-and-Play Algorithm. EMMCVPR (2017)
Zheng Xu, Gavin Taylor, Hao Li, Mário A. T. Figueiredo, Xiaoming Yuan, Tom Goldstein
Adaptive Consensus ADMM for Distributed Optimization. ICML (2017)
Matteo Denitto, Simone Melzi, Manuele Bicego, Umberto Castellani, Alessandro Farinelli, Mário A. T. Figueiredo, Yanir Kleiman, Maks Ovsjanikov
Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering. ICCV (2017)
Zheng Xu, Mário A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. CoRR (2017)
Marina Ljubenovic, Lina Zhuang, Mário A. T. Figueiredo
Class-Adapted Blind Deblurring of Document Images. ICDAR (2017)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Class-specific image denoising using importance sampling. CoRR (2017)
Mário A. T. Figueiredo
Synthesis versus analysis in patch-based image priors. CoRR (2017)
Zheng Xu, Mário A. T. Figueiredo, Tom Goldstein
Adaptive ADMM with Spectral Penalty Parameter Selection. AISTATS (2017)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Class-specific Poisson denoising by patch-based importance sampling. CoRR (2017)
Catarina Barata, Mário A. T. Figueiredo, M. Emre Celebi, Jorge S. Marques
Local Features Applied to Dermoscopy Images: Bag-of-Features versus Sparse Coding. IbPRIA (2017)
Zheng Xu, Gavin Taylor, Hao Li, Mário A. T. Figueiredo, Xiaoming Yuan, Tom Goldstein
Adaptive Consensus ADMM for Distributed Optimization. CoRR (2017)
Matteo Denitto, Alessandro Farinelli, Mário A. T. Figueiredo, Manuele Bicego
A biclustering approach based on factor graphs and the max-sum algorithm. Pattern Recognit. 62 (2017)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Class-specific poisson denoising by patch-based importance sampling. ICIP (2017)
Milad Niknejad, José M. Bioucas-Dias, Mário A. T. Figueiredo
Class-specific image denoising using importance sampling. ICIP (2017)
Marina Ljubenovic, Mário A. T. Figueiredo
Blind image deblurring using class-adapted image priors. CoRR (2017)
Zheng Xu, Mário A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. CVPR (2017)
Matteo Denitto, Manuele Bicego, Alessandro Farinelli, Mário A. T. Figueiredo
Spike and slab biclustering. Pattern Recognit. 72 (2017)
Marina Ljubenovic, Mário A. T. Figueiredo
Blind image deblurring using class-adapted image priors. ICIP (2017)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Sharpening Hyperspectral Images Using Plug-and-Play Priors. LVA/ICA (2017)
Telmo J. P. Pires, Mário A. T. Figueiredo
Shape-based Trajectory Clustering. ICPRAM (2017)
Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo
Scene-Adapted plug-and-play algorithm with convergence guarantees. MLSP (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mário A. T. Figueiredo