Antônio H. Ribeiro

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 35

Top Topics

Linear Regression

Convolutional Network

Atrial Fibrillation

Feature Engineering

Top Venues

IEEE Signal Process. Lett.

Publications

Libor Pastika, Arunashis Sau, Konstantinos Patlatzoglou, Ewa Sieliwonczyk, Antônio H. Ribeiro, Kathryn A. McGurk, Sadia Khan, Danilo P. Mandic, William R. Scott, James S. Ware, Nicholas S. Peters, Antônio Luiz P. Ribeiro, Daniel B. Kramer, Jonathan W. Waks, Fu Siong Ng
Artificial intelligence-enhanced electrocardiography derived body mass index as a predictor of future cardiometabolic disease. npj Digit. Medicine 7 (1) (2024)
Antônio H. Ribeiro, Dave Zachariah, Francis Bach, Thomas B. Schön
Regularization properties of adversarially-trained linear regression. NeurIPS (2023)
Theogene Habineza, Antônio H. Ribeiro, Daniel Gedon, Joachim A. Behar, Antônio Luiz Pinho Ribeiro, Thomas B. Schön
End-to-end Risk Prediction of Atrial Fibrillation from the 12-Lead ECG by Deep Neural Networks. CoRR (2023)
Antônio H. Ribeiro, Dave Zachariah, Francis Bach, Thomas B. Schön
Regularization properties of adversarially-trained linear regression. CoRR (2023)
Gianluigi Pillonetto, Aleksandr Y. Aravkin, Daniel Gedon, Lennart Ljung, Antônio H. Ribeiro, Thomas B. Schön
Deep networks for system identification: a Survey. CoRR (2023)
Eran Zvuloni, Jesse Read, Antônio H. Ribeiro, Antônio Luiz P. Ribeiro, Joachim A. Behar
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk Prediction and Age Estimation Based on the 12-Lead ECG. IEEE Trans. Biomed. Eng. 70 (7) (2023)
Antônio H. Ribeiro, Thomas B. Schön
Overparameterized Linear Regression Under Adversarial Attacks. IEEE Trans. Signal Process. 71 (2023)
Daniel Gedon, Antônio H. Ribeiro, Niklas Wahlström, Thomas B. Schön
Invertible Kernel PCA with Random Fourier Features. CoRR (2023)
Daniel Gedon, Antônio H. Ribeiro, Niklas Wahlström, Thomas B. Schön
Invertible Kernel PCA With Random Fourier Features. IEEE Signal Process. Lett. 30 (2023)
Philipp Von Bachmann, Daniel Gedon, Fredrik K. Gustafsson, Antônio H. Ribeiro, Erik Lampa, Stefan Gustafsson, Johan Sundström, Thomas B. Schön
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic Methods. CoRR (2022)
Antônio H. Ribeiro, Thomas B. Schön
Overparameterized Linear Regression under Adversarial Attacks. CoRR (2022)
Eran Zvuloni, Jesse Read, Antônio H. Ribeiro, Antônio Luiz P. Ribeiro, Joachim A. Behar
On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG. CoRR (2022)
Antônio H. Ribeiro, Dave Zachariah, Thomas B. Schön
Surprises in adversarially-trained linear regression. CoRR (2022)
Daniel Gedon, Antônio H. Ribeiro, Niklas Wahlström, Thomas B. Schön
First Steps Towards Self-Supervised Pretraining of the 12-Lead ECG. CinC (2021)
Antônio H. Ribeiro, Thomas B. Schön
How Convolutional Neural Networks Deal with Aliasing. ICASSP (2021)
Antônio H. Ribeiro, Thomas B. Schön
How Convolutional Neural Networks Deal with Aliasing. CoRR (2021)
Antônio H. Ribeiro, Koen Tiels, Luis Antonio Aguirre, Thomas B. Schön
Beyond exploding and vanishing gradients: analysing RNN training using attractors and smoothness. AISTATS (2020)
Antônio H. Ribeiro, Koen Tiels, Jack Umenberger, Thomas B. Schön, Luis Antonio Aguirre
On the smoothness of nonlinear system identification. Autom. 121 (2020)
Antônio H. Ribeiro, Johannes N. Hendriks, Adrian G. Wills, Thomas B. Schön
Beyond Occam's Razor in System Identification: Double-Descent when Modeling Dynamics. CoRR (2020)
Derick M. de Oliveira, Antônio H. Ribeiro, João A. O. Pedrosa, Gabriela M. M. Paixão, Antônio Luiz P. Ribeiro, Wagner Meira Jr.
Explaining End-to-End ECG Automated Diagnosis Using Contextual Features. ECML/PKDD (5) (2020)
Antônio H. Ribeiro, Daniel Gedon, Daniel Martins Teixeira, Manoel Horta Ribeiro, Antônio Luiz Pinho Ribeiro, Thomas B. Schön, Wagner Meira Jr.
Automatic 12-lead ECG Classification Using a Convolutional Network Ensemble. CinC (2020)
Derick M. de Oliveira, Antônio H. Ribeiro, João A. O. Pedrosa, Gabriela M. M. Paixão, Antônio Luiz P. Ribeiro, Wagner Meira Jr.
Explaining Black-Box Automated Electrocardiogram Classification to Cardiologists. CinC (2020)
Wagner Meira Jr., Antônio Luiz P. Ribeiro, Derick M. de Oliveira, Antônio H. Ribeiro
Contextualized interpretable machine learning for medical diagnosis. Commun. ACM 63 (11) (2020)
Johannes N. Hendriks, Fredrik K. Gustafsson, Antônio H. Ribeiro, Adrian G. Wills, Thomas B. Schön
Deep Energy-Based NARX Models. CoRR (2020)
Antônio H. Ribeiro, Koen Tiels, Luis Antonio Aguirre, Thomas B. Schön
The trade-off between long-term memory and smoothness for recurrent networks. CoRR (2019)
Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, Stéfan van der Walt, Matthew Brett, Joshua Wilson, K. Jarrod Millman, Nikolay Mayorov, Andrew R. J. Nelson, Eric Jones, Robert Kern, Eric Larson, C. J. Carey, Ilhan Polat, Yu Feng, Eric W. Moore, Jake VanderPlas, Denis Laxalde, Josef Perktold, Robert Cimrman, Ian Henriksen, E. A. Quintero, Charles R. Harris, Anne M. Archibald, Antônio H. Ribeiro, Fabian Pedregosa, Paul van Mulbregt, SciPy 1. 0 Contributors
SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python. CoRR (2019)
Antônio H. Ribeiro, Manoel Horta Ribeiro, Gabriela M. M. Paixão, Derick M. de Oliveira, Paulo R. Gomes, Jéssica A. Canazart, Milton P. S. Ferreira, Carl R. Andersson, Peter W. Macfarlane, Wagner Meira Jr., Thomas B. Schön, Antônio Luiz P. Ribeiro
Automatic Diagnosis of the Short-Duration 12-Lead ECG using a Deep Neural Network: the CODE Study. CoRR (2019)
Antônio H. Ribeiro, Koen Tiels, Jack Umenberger, Thomas B. Schön, Luis Antonio Aguirre
On the Smoothness of Nonlinear System Identification. CoRR (2019)
Carl R. Andersson, Antônio H. Ribeiro, Koen Tiels, Niklas Wahlström, Thomas B. Schön
Deep Convolutional Networks in System Identification. CoRR (2019)
Carl R. Andersson, Antônio H. Ribeiro, Koen Tiels, Niklas Wahlström, Thomas B. Schön
Deep Convolutional Networks in System Identification. CDC (2019)
Antônio H. Ribeiro, Manoel Horta Ribeiro, Gabriela Paixão, Derick M. de Oliveira, Paulo R. Gomes, Jéssica A. Canazart, Milton Pifano, Wagner Meira Jr., Thomas B. Schön, Antônio Luiz P. Ribeiro
Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network. CoRR (2018)
Antônio H. Ribeiro, Luis Antonio Aguirre
Lasso Regularization Paths for NARMAX Models via Coordinate Descent. ACC (2018)
Antônio H. Ribeiro, Luis Antonio Aguirre
"Parallel Training Considered Harmful?": Comparing series-parallel and parallel feedforward network training. Neurocomputing 316 (2018)
Antônio H. Ribeiro, Luis Antonio Aguirre
Lasso Regularization Paths for NARMAX Models via Coordinate Descent. CoRR (2017)
Antônio H. Ribeiro, Luis Antonio Aguirre
"Parallel Training Considered Harmful?": Comparing Series-Parallel and Parallel Feedforward Network Training. CoRR (2017)