default search action
BibTeX records: Antônio H. Ribeiro
@article{DBLP:journals/corr/abs-2602-04364,
author = {Bror Hultberg and
Dave Zachariah and
Ant{\^{o}}nio H. Ribeiro},
title = {Anytime-Valid Conformal Risk Control},
journal = {CoRR},
volume = {abs/2602.04364},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.04364},
doi = {10.48550/ARXIV.2602.04364},
eprinttype = {arXiv},
eprint = {2602.04364},
timestamp = {Mon, 30 Mar 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-04364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/PillonettoAGLRS25,
author = {Gianluigi Pillonetto and
Aleksandr Y. Aravkin and
Daniel Gedon and
Lennart Ljung and
Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n},
title = {Deep networks for system identification: {A} survey},
journal = {Autom.},
volume = {171},
pages = {111907},
year = {2025},
url = {https://doi.org/10.1016/j.automatica.2024.111907},
doi = {10.1016/J.AUTOMATICA.2024.111907},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/PillonettoAGLRS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/HempelRVBDKS25,
author = {Philip Hempel and
Ant{\^{o}}nio H. Ribeiro and
Marcus Vollmer and
Theresa Bender and
Marcus D{\"{o}}rr and
Dagmar Krefting and
Nicolai Spicher},
title = {Explainable {AI} associates {ECG} aging effects with increased cardiovascular
risk in a longitudinal population study},
journal = {npj Digit. Medicine},
volume = {8},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-024-01428-7},
doi = {10.1038/S41746-024-01428-7},
timestamp = {Fri, 14 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/HempelRVBDKS25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/PatlatzoglouPBSKZRWPRKW25,
author = {Konstantinos Patlatzoglou and
Libor Pastika and
Joseph Barker and
Ewa Sieliwonczyk and
Gul Rukh Khattak and
Boroumand Zeidaabadi and
Ant{\^{o}}nio H. Ribeiro and
James S. Ware and
Nicholas S. Peters and
Ant{\^{o}}nio Luiz P. Ribeiro and
Daniel B. Kramer and
Jonathan W. Waks and
Arunashis Sau and
Fu Siong Ng},
title = {The cost of explainability in artificial intelligence-enhanced electrocardiogram
models},
journal = {npj Digit. Medicine},
volume = {8},
number = {1},
year = {2025},
url = {https://doi.org/10.1038/s41746-025-02122-y},
doi = {10.1038/S41746-025-02122-Y},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/PatlatzoglouPBSKZRWPRKW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/KhattakPLPZBGRARPGKWBSN25,
author = {Gul Rukh Khattak and
Konstantinos Patlatzoglou and
Yixiu Liang and
Libor Pastika and
Boroumand Zeidaabadi and
Joseph Barker and
Mehak Gurnani and
Ant{\^{o}}nio H. Ribeiro and
Jeffrey Annis and
Ant{\^{o}}nio L. P. Ribeiro and
Nicholas S. Peters and
Junbo Ge and
Daniel B. Kramer and
Jonathan W. Waks and
Evan Brittain and
Arunashis Sau and
Fu Siong Ng},
editor = {Riccardo Bellazzi and
Jos{\'{e}} Manuel Juarez Herrero and
Lucia Sacchi and
Blaz Zupan},
title = {Contrasting by Augmented Patient Electrocardiograms to Learn Representations
for a Foundation Model},
booktitle = {Artificial Intelligence in Medicine - 23rd International Conference,
{AIME} 2025, Pavia, Italy, June 23-26, 2025, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
pages = {202--206},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-3-031-95841-0\_38},
doi = {10.1007/978-3-031-95841-0\_38},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aime/KhattakPLPZBGRARPGKWBSN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RibeiroSZB25,
author = {Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n and
Dave Zachariah and
Francis Bach},
editor = {Yingzhen Li and
Stephan Mandt and
Shipra Agrawal and
Mohammad Emtiyaz Khan},
title = {Efficient Optimization Algorithms for Linear Adversarial Training},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2025, Mai Khao, Thailand, 3-5 May 2025},
series = {Proceedings of Machine Learning Research},
pages = {1207--1215},
publisher = {{PMLR}},
year = {2025},
url = {https://proceedings.mlr.press/v258/ribeiro25a.html},
timestamp = {Mon, 18 Aug 2025 15:30:39 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RibeiroSZB25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RajabiRVK25,
author = {Nona Rajabi and
Ant{\^{o}}nio H. Ribeiro and
Miguel Vasco and
Danica Kragic},
title = {Deep Learning Amplified Early Stopping Bias: Overestimating Performance
on Small Datasets},
booktitle = {2025 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2025, Hyderabad, India, April 6-11, 2025},
pages = {1--5},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/ICASSP49660.2025.10890439},
doi = {10.1109/ICASSP49660.2025.10890439},
timestamp = {Wed, 02 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RajabiRVK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RajabiRVTBK25,
author = {Nona Rajabi and
Ant{\^{o}}nio H. Ribeiro and
Miguel Vasco and
Farzaneh Taleb and
M{\aa}rten Bj{\"{o}}rkman and
Danica Kragic},
editor = {Aarti Singh and
Maryam Fazel and
Daniel Hsu and
Simon Lacoste{-}Julien and
Felix Berkenkamp and
Tegan Maharaj and
Kiri Wagstaff and
Jerry Zhu},
title = {Human-Aligned Image Models Improve Visual Decoding from the Brain},
booktitle = {Forty-second International Conference on Machine Learning, {ICML}
2025, Vancouver, BC, Canada, July 13-19, 2025},
series = {Proceedings of Machine Learning Research},
publisher = {{PMLR} / OpenReview.net},
year = {2025},
url = {https://proceedings.mlr.press/v267/rajabi25a.html},
timestamp = {Wed, 04 Feb 2026 16:54:16 +0100},
biburl = {https://dblp.org/rec/conf/icml/RajabiRVTBK25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-03081,
author = {Nona Rajabi and
Ant{\^{o}}nio H. Ribeiro and
Miguel Vasco and
Farzaneh Taleb and
M{\aa}rten Bj{\"{o}}rkman and
Danica Kragic},
title = {Human-Aligned Image Models Improve Visual Decoding from the Brain},
journal = {CoRR},
volume = {abs/2502.03081},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.03081},
doi = {10.48550/ARXIV.2502.03081},
eprinttype = {arXiv},
eprint = {2502.03081},
timestamp = {Tue, 11 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-03081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-01045,
author = {Xiao Gu and
Wei Tang and
Jinpei Han and
Veer Sangha and
Fenglin Liu and
Shreyank N. Gowda and
Ant{\^{o}}nio H. Ribeiro and
Patrick Schwab and
Kim Branson and
Lei A. Clifton and
Antonio Luiz P. Ribeiro and
Zhangdaihong Liu and
David A. Clifton},
title = {Sensing Cardiac Health Across Scenarios and Devices: {A} Multi-Modal
Foundation Model Pretrained on Heterogeneous Data from 1.7 Million
Individuals},
journal = {CoRR},
volume = {abs/2507.01045},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.01045},
doi = {10.48550/ARXIV.2507.01045},
eprinttype = {arXiv},
eprint = {2507.01045},
timestamp = {Tue, 12 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-01045.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-17725,
author = {Melih Barsbey and
Ant{\^{o}}nio H. Ribeiro and
Umut Simsekli and
Tolga Birdal},
title = {On the Interaction of Compressibility and Adversarial Robustness},
journal = {CoRR},
volume = {abs/2507.17725},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2507.17725},
doi = {10.48550/ARXIV.2507.17725},
eprinttype = {arXiv},
eprint = {2507.17725},
timestamp = {Mon, 18 Aug 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2507-17725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-10369,
author = {Gul Rukh Khattak and
Konstantinos Patlatzoglou and
Joseph Barker and
Libor Pastika and
Boroumand Zeidaabadi and
Ahmed El{-}Medany and
Hesham Aggour and
Yixiu Liang and
Ant{\^{o}}nio H. Ribeiro and
Jeffrey Annis and
Ant{\^{o}}nio Luiz Pinho Ribeiro and
Junbo Ge and
Daniel B. Kramer and
Jonathan W. Waks and
Evan Brittain and
Nicholas S. Peters and
Fu Siong Ng and
Arunashis Sau},
title = {Data distribution impacts the performance and generalisability of
contrastive learning-based foundation models of electrocardiograms},
journal = {CoRR},
volume = {abs/2509.10369},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.10369},
doi = {10.48550/ARXIV.2509.10369},
eprinttype = {arXiv},
eprint = {2509.10369},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-10369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-15198,
author = {Ahc{\`{e}}ne Boubekki and
Konstantinos Patlatzoglou and
Joseph Barker and
Fu Siong Ng and
Ant{\^{o}}nio H. Ribeiro},
title = {Explaining deep learning for {ECG} using time-localized clusters},
journal = {CoRR},
volume = {abs/2509.15198},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2509.15198},
doi = {10.48550/ARXIV.2509.15198},
eprinttype = {arXiv},
eprint = {2509.15198},
timestamp = {Fri, 17 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2509-15198.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-02202,
author = {Matthew A. Reyna and
Zuzana Koscova and
Jan Pavlus and
Soheil Saghafi and
James Weigle and
Andoni Elola and
Salman Seyedi and
Kiersten Campbell and
Qiao Li and
Ali Bahrami Rad and
Ant{\^{o}}nio H. Ribeiro and
Antonio Luiz P. Ribeiro and
Reza Sameni and
Gari D. Clifford},
title = {Detection of Chagas Disease from the {ECG:} The George B. Moody PhysioNet
Challenge 2025},
journal = {CoRR},
volume = {abs/2510.02202},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.02202},
doi = {10.48550/ARXIV.2510.02202},
eprinttype = {arXiv},
eprint = {2510.02202},
timestamp = {Sun, 09 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-02202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-20883,
author = {Ant{\^{o}}nio H. Ribeiro and
David V{\"{a}}vinggren and
Dave Zachariah and
Thomas B. Sch{\"{o}}n and
Francis R. Bach},
title = {Kernel Learning with Adversarial Features: Numerical Efficiency and
Adaptive Regularization},
journal = {CoRR},
volume = {abs/2510.20883},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.20883},
doi = {10.48550/ARXIV.2510.20883},
eprinttype = {arXiv},
eprint = {2510.20883},
timestamp = {Mon, 17 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-20883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2511-15632,
author = {Petrus E. O. G. B. Abreu and
Gabriela M. M. Paix{\~{a}}o and
Jiawei Li and
Paulo R. Gomes and
Peter W. Macfarlane and
Ana C. S. Oliveira and
Vinicius T. Carvalho and
Thomas B. Sch{\"{o}}n and
Ant{\^{o}}nio Luiz P. Ribeiro and
Ant{\^{o}}nio H. Ribeiro},
title = {{CODE-II:} {A} large-scale dataset for artificial intelligence in
{ECG} analysis},
journal = {CoRR},
volume = {abs/2511.15632},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2511.15632},
doi = {10.48550/ARXIV.2511.15632},
eprinttype = {arXiv},
eprint = {2511.15632},
timestamp = {Wed, 14 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2511-15632.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/PastikaSPSRMKMSWPRKWN24,
author = {Libor Pastika and
Arunashis Sau and
Konstantinos Patlatzoglou and
Ewa Sieliwonczyk and
Ant{\^{o}}nio H. Ribeiro and
Kathryn A. McGurk and
Sadia Khan and
Danilo P. Mandic and
William R. Scott and
James S. Ware and
Nicholas S. Peters and
Ant{\^{o}}nio Luiz P. Ribeiro and
Daniel B. Kramer and
Jonathan W. Waks and
Fu Siong Ng},
title = {Artificial intelligence-enhanced electrocardiography derived body
mass index as a predictor of future cardiometabolic disease},
journal = {npj Digit. Medicine},
volume = {7},
number = {1},
year = {2024},
url = {https://doi.org/10.1038/s41746-024-01170-0},
doi = {10.1038/S41746-024-01170-0},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npjdm/PastikaSPSRMKMSWPRKWN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GedonRS24,
author = {Daniel Gedon and
Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n},
editor = {Ruslan Salakhutdinov and
Zico Kolter and
Katherine A. Heller and
Adrian Weller and
Nuria Oliver and
Jonathan Scarlett and
Felix Berkenkamp},
title = {No Double Descent in Principal Component Regression: {A} High-Dimensional
Analysis},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
series = {Proceedings of Machine Learning Research},
pages = {15271--15293},
publisher = {{PMLR} / OpenReview.net},
year = {2024},
url = {https://proceedings.mlr.press/v235/gedon24a.html},
timestamp = {Mon, 09 Feb 2026 15:35:36 +0100},
biburl = {https://dblp.org/rec/conf/icml/GedonRS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TalebVRBK24,
author = {Farzaneh Taleb and
Miguel Vasco and
Ant{\^{o}}nio H. Ribeiro and
M{\aa}rten Bj{\"{o}}rkman and
Danica Kragic},
editor = {Amir Globersons and
Lester Mackey and
Danielle Belgrave and
Angela Fan and
Ulrich Paquet and
Jakub M. Tomczak and
Cheng Zhang},
title = {Can Transformers Smell Like Humans?},
booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference
on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
BC, Canada, December 10 - 15, 2024},
year = {2024},
url = {http://papers.nips.cc/paper\_files/paper/2024/hash/848350afc07c02edea5be06d3390d865-Abstract-Conference.html},
timestamp = {Thu, 13 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TalebVRBK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-12677,
author = {Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n and
Dave Zahariah and
Francis R. Bach},
title = {Efficient Optimization Algorithms for Linear Adversarial Training},
journal = {CoRR},
volume = {abs/2410.12677},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.12677},
doi = {10.48550/ARXIV.2410.12677},
eprinttype = {arXiv},
eprint = {2410.12677},
timestamp = {Thu, 27 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-12677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-03038,
author = {Farzaneh Taleb and
Miguel Vasco and
Ant{\^{o}}nio H. Ribeiro and
M{\aa}rten Bj{\"{o}}rkman and
Danica Kragic},
title = {Can Transformers Smell Like Humans?},
journal = {CoRR},
volume = {abs/2411.03038},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.03038},
doi = {10.48550/ARXIV.2411.03038},
eprinttype = {arXiv},
eprint = {2411.03038},
timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-03038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/GedonRWS23,
author = {Daniel Gedon and
Ant{\^{o}}nio H. Ribeiro and
Niklas Wahlstr{\"{o}}m and
Thomas B. Sch{\"{o}}n},
title = {Invertible Kernel {PCA} With Random Fourier Features},
journal = {{IEEE} Signal Process. Lett.},
volume = {30},
pages = {563--567},
year = {2023},
url = {https://doi.org/10.1109/LSP.2023.3275499},
doi = {10.1109/LSP.2023.3275499},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/GedonRWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/ZvuloniRRRB23,
author = {Eran Zvuloni and
Jesse Read and
Ant{\^{o}}nio H. Ribeiro and
Ant{\^{o}}nio Luiz P. Ribeiro and
Joachim A. Behar},
title = {On Merging Feature Engineering and Deep Learning for Diagnosis, Risk
Prediction and Age Estimation Based on the 12-Lead {ECG}},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {70},
number = {7},
pages = {2227--2236},
year = {2023},
url = {https://doi.org/10.1109/TBME.2023.3239527},
doi = {10.1109/TBME.2023.3239527},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/ZvuloniRRRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RibeiroS23,
author = {Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n},
title = {Overparameterized Linear Regression Under Adversarial Attacks},
journal = {{IEEE} Trans. Signal Process.},
volume = {71},
pages = {601--614},
year = {2023},
url = {https://doi.org/10.1109/TSP.2023.3246228},
doi = {10.1109/TSP.2023.3246228},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/RibeiroS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RibeiroZBS23,
author = {Ant{\^{o}}nio H. Ribeiro and
Dave Zachariah and
Francis R. Bach and
Thomas B. Sch{\"{o}}n},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Regularization properties of adversarially-trained linear regression},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/4aa13186c795a52ba88f5b822f4b77eb-Abstract-Conference.html},
timestamp = {Thu, 27 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RibeiroZBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12832,
author = {Gianluigi Pillonetto and
Aleksandr Y. Aravkin and
Daniel Gedon and
Lennart Ljung and
Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n},
title = {Deep networks for system identification: a Survey},
journal = {CoRR},
volume = {abs/2301.12832},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12832},
doi = {10.48550/ARXIV.2301.12832},
eprinttype = {arXiv},
eprint = {2301.12832},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05043,
author = {Daniel Gedon and
Ant{\^{o}}nio H. Ribeiro and
Niklas Wahlstr{\"{o}}m and
Thomas B. Sch{\"{o}}n},
title = {Invertible Kernel {PCA} with Random Fourier Features},
journal = {CoRR},
volume = {abs/2303.05043},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05043},
doi = {10.48550/ARXIV.2303.05043},
eprinttype = {arXiv},
eprint = {2303.05043},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16335,
author = {Theogene Habineza and
Ant{\^{o}}nio H. Ribeiro and
Daniel Gedon and
Joachim A. Behar and
Ant{\^{o}}nio Luiz Pinho Ribeiro and
Thomas B. Sch{\"{o}}n},
title = {End-to-end Risk Prediction of Atrial Fibrillation from the 12-Lead
{ECG} by Deep Neural Networks},
journal = {CoRR},
volume = {abs/2309.16335},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16335},
doi = {10.48550/ARXIV.2309.16335},
eprinttype = {arXiv},
eprint = {2309.16335},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10807,
author = {Ant{\^{o}}nio H. Ribeiro and
Dave Zachariah and
Francis R. Bach and
Thomas B. Sch{\"{o}}n},
title = {Regularization properties of adversarially-trained linear regression},
journal = {CoRR},
volume = {abs/2310.10807},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10807},
doi = {10.48550/ARXIV.2310.10807},
eprinttype = {arXiv},
eprint = {2310.10807},
timestamp = {Thu, 27 Feb 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06274,
author = {Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n},
title = {Overparameterized Linear Regression under Adversarial Attacks},
journal = {CoRR},
volume = {abs/2204.06274},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06274},
doi = {10.48550/ARXIV.2204.06274},
eprinttype = {arXiv},
eprint = {2204.06274},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12695,
author = {Ant{\^{o}}nio H. Ribeiro and
Dave Zachariah and
Thomas B. Sch{\"{o}}n},
title = {Surprises in adversarially-trained linear regression},
journal = {CoRR},
volume = {abs/2205.12695},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12695},
doi = {10.48550/ARXIV.2205.12695},
eprinttype = {arXiv},
eprint = {2205.12695},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06096,
author = {Eran Zvuloni and
Jesse Read and
Ant{\^{o}}nio H. Ribeiro and
Ant{\^{o}}nio Luiz P. Ribeiro and
Joachim A. Behar},
title = {On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction
and Age Estimation Based on the 12-Lead {ECG}},
journal = {CoRR},
volume = {abs/2207.06096},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06096},
doi = {10.48550/ARXIV.2207.06096},
eprinttype = {arXiv},
eprint = {2207.06096},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13890,
author = {Philipp Von Bachmann and
Daniel Gedon and
Fredrik K. Gustafsson and
Ant{\^{o}}nio H. Ribeiro and
Erik Lampa and
Stefan Gustafsson and
Johan Sundstr{\"{o}}m and
Thomas B. Sch{\"{o}}n},
title = {ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic
Methods},
journal = {CoRR},
volume = {abs/2212.13890},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13890},
doi = {10.48550/ARXIV.2212.13890},
eprinttype = {arXiv},
eprint = {2212.13890},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/GedonRWS21,
author = {Daniel Gedon and
Ant{\^{o}}nio H. Ribeiro and
Niklas Wahlstr{\"{o}}m and
Thomas B. Sch{\"{o}}n},
title = {First Steps Towards Self-Supervised Pretraining of the 12-Lead {ECG}},
booktitle = {Computing in Cardiology, CinC 2021, Brno, Czech Republic, September
13-15, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/CinC53138.2021.9662748},
doi = {10.23919/CINC53138.2021.9662748},
timestamp = {Tue, 18 Jan 2022 09:45:52 +0100},
biburl = {https://dblp.org/rec/conf/cinc/GedonRWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RibeiroS21,
author = {Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n},
title = {How Convolutional Neural Networks Deal with Aliasing},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {2755--2759},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414627},
doi = {10.1109/ICASSP39728.2021.9414627},
timestamp = {Thu, 08 Jul 2021 17:12:48 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RibeiroS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/RibeiroPLRFGOMSR21,
author = {Ant{\^{o}}nio H. Ribeiro and
Gabriela M. M. Paix{\~{a}}o and
Emilly M. Lima and
Manoel Horta Ribeiro and
Marcelo M. Pinto Filho and
Paulo R. Gomes and
Derick M. de Oliveira and
Wagner Meira Jr. and
Thomas B. Sch{\"{o}}n and
Ant{\^{o}}nio Luiz P. Ribeiro},
title = {CODE-15{\%}: a large scale annotated dataset of 12-lead ECGs (Version
1.0.0)},
publisher = {Zenodo},
year = {2021},
month = jun,
howpublished = {\url{https://doi.org/10.5281/zenodo.4916206}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.4916206},
doi = {10.5281/ZENODO.4916206},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/RibeiroPLRFGOMSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/RibeiroRPLRFGOMSS21,
author = {Ant{\^{o}}nio Luiz P. Ribeiro and
Ant{\^{o}}nio H. Ribeiro and
Gabriela M. M. Paix{\~{a}}o and
Emilly M. Lima and
Manoel Horta Ribeiro and
Marcelo M. Pinto Filho and
Paulo R. Gomes and
Derick M. de Oliveira and
Wagner Meira Jr. and
Thomas B. Sch{\"{o}}n and
Ester C. Sabino},
title = {Sami-Trop: 12-lead {ECG} traces with age and mortality annotations
(Version 1.0.0)},
publisher = {Zenodo},
year = {2021},
month = jun,
howpublished = {\url{https://doi.org/10.5281/zenodo.4905618}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.4905618},
doi = {10.5281/ZENODO.4905618},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/RibeiroRPLRFGOMSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07757,
author = {Ant{\^{o}}nio H. Ribeiro and
Thomas B. Sch{\"{o}}n},
title = {How Convolutional Neural Networks Deal with Aliasing},
journal = {CoRR},
volume = {abs/2102.07757},
year = {2021},
url = {https://arxiv.org/abs/2102.07757},
eprinttype = {arXiv},
eprint = {2102.07757},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/RibeiroTUSA20,
author = {Ant{\^{o}}nio H. Ribeiro and
Koen Tiels and
Jack Umenberger and
Thomas B. Sch{\"{o}}n and
Luis Antonio Aguirre},
title = {On the smoothness of nonlinear system identification},
journal = {Autom.},
volume = {121},
pages = {109158},
year = {2020},
url = {https://doi.org/10.1016/j.automatica.2020.109158},
doi = {10.1016/J.AUTOMATICA.2020.109158},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/RibeiroTUSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/MeiraROR20,
author = {Wagner Meira Jr. and
Ant{\^{o}}nio Luiz P. Ribeiro and
Derick M. de Oliveira and
Ant{\^{o}}nio H. Ribeiro},
title = {Contextualized interpretable machine learning for medical diagnosis},
journal = {Commun. {ACM}},
volume = {63},
number = {11},
pages = {56--58},
year = {2020},
url = {https://doi.org/10.1145/3416965},
doi = {10.1145/3416965},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/MeiraROR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RibeiroTAS20,
author = {Ant{\^{o}}nio H. Ribeiro and
Koen Tiels and
Luis Antonio Aguirre and
Thomas B. Sch{\"{o}}n},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Beyond exploding and vanishing gradients: analysing {RNN} training
using attractors and smoothness},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
pages = {2370--2380},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/ribeiro20a.html},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RibeiroTAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/OliveiraRPPRM20,
author = {Derick M. de Oliveira and
Ant{\^{o}}nio H. Ribeiro and
Jo{\~{a}}o A. O. Pedrosa and
Gabriela M. M. Paix{\~{a}}o and
Ant{\^{o}}nio Luiz P. Ribeiro and
Wagner Meira Jr.},
title = {Explaining Black-Box Automated Electrocardiogram Classification to
Cardiologists},
booktitle = {Computing in Cardiology, CinC 2020, Rimini, Italy, September 13-16,
2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.22489/CinC.2020.452},
doi = {10.22489/CINC.2020.452},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cinc/OliveiraRPPRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cinc/RibeiroGTRRSM20,
author = {Ant{\^{o}}nio H. Ribeiro and
Daniel Gedon and
Daniel Martins Teixeira and
Manoel Horta Ribeiro and
Ant{\^{o}}nio Luiz Pinho Ribeiro and
Thomas B. Sch{\"{o}}n and
Wagner Meira Jr.},
title = {Automatic 12-lead {ECG} Classification Using a Convolutional Network
Ensemble},
booktitle = {Computing in Cardiology, CinC 2020, Rimini, Italy, September 13-16,
2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.22489/CinC.2020.130},
doi = {10.22489/CINC.2020.130},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cinc/RibeiroGTRRSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/OliveiraRPPRM20,
author = {Derick M. de Oliveira and
Ant{\^{o}}nio H. Ribeiro and
Jo{\~{a}}o A. O. Pedrosa and
Gabriela M. M. Paix{\~{a}}o and
Ant{\^{o}}nio Luiz P. Ribeiro and
Wagner Meira Jr.},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {Explaining End-to-End {ECG} Automated Diagnosis Using Contextual Features},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
pages = {204--219},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_13},
doi = {10.1007/978-3-030-67670-4\_13},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/OliveiraRPPRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/RibeiroRPOGCFAMMSR20,
author = {Ant{\^{o}}nio H. Ribeiro and
Manoel Horta Ribeiro and
Gabriela M. M. Paix{\~{a}}o and
Derick M. de Oliveira and
Paulo R. Gomes and
J{\'{e}}ssica A. Canazart and
Milton P. S. Ferreira and
Carl R. Andersson and
Peter W. Macfarlane and
Wagner Meira Jr. and
Thomas B. Sch{\"{o}}n and
Ant{\^{o}}nio Luiz P. Ribeiro},
title = {Annotated 12 lead {ECG} dataset (Version v1.0)},
publisher = {Zenodo},
year = {2020},
month = jan,
howpublished = {\url{https://doi.org/10.5281/zenodo.3625007}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.3625007},
doi = {10.5281/ZENODO.3625007},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/RibeiroRPOGCFAMMSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/RibeiroRPOGCFAMMSR20a,
author = {Ant{\^{o}}nio H. Ribeiro and
Manoel Horta Ribeiro and
Gabriela M. M. Paix{\~{a}}o and
Derick M. de Oliveira and
Paulo R. Gomes and
J{\'{e}}ssica A. Canazart and
Milton P. S. Ferreira and
Carl R. Andersson and
Peter W. Macfarlane and
Wagner Meira Jr. and
Thomas B. Sch{\"{o}}n and
Ant{\^{o}}nio Luiz P. Ribeiro},
title = {Annotated 12-lead {ECG} dataset (Version v1.0.1)},
publisher = {Zenodo},
year = {2020},
month = jan,
howpublished = {\url{https://doi.org/10.5281/zenodo.3625027}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.3625027},
doi = {10.5281/ZENODO.3625027},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/RibeiroRPOGCFAMMSR20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/RibeiroRPOGCFAMMSR20b,
author = {Ant{\^{o}}nio H. Ribeiro and
Manoel Horta Ribeiro and
Gabriela M. M. Paix{\~{a}}o and
Derick M. de Oliveira and
Paulo R. Gomes and
J{\'{e}}ssica A. Canazart and
Milton P. S. Ferreira and
Carl R. Andersson and
Peter W. Macfarlane and
Wagner Meira Jr. and
Thomas B. Sch{\"{o}}n and
Ant{\^{o}}nio Luiz P. Ribeiro},
title = {Annotated 12-lead {ECG} dataset (Version v1.0.2)},
publisher = {Zenodo},
year = {2020},
month = jan,
howpublished = {\url{https://doi.org/10.5281/zenodo.3765642}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.3765642},
doi = {10.5281/ZENODO.3765642},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/RibeiroRPOGCFAMMSR20b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/RibeiroRPOGCFAMMSR20c,
author = {Ant{\^{o}}nio H. Ribeiro and
Manoel Horta Ribeiro and
Gabriela M. M. Paix{\~{a}}o and
Derick M. de Oliveira and
Paulo R. Gomes and
J{\'{e}}ssica A. Canazart and
Milton P. S. Ferreira and
Carl R. Andersson and
Peter W. Macfarlane and
Wagner Meira Jr. and
Thomas B. Sch{\"{o}}n and
Ant{\^{o}}nio Luiz P. Ribeiro},
title = {CODE-test: An annotated 12-lead {ECG} dataset (Version v1.0.3)},
publisher = {Zenodo},
year = {2020},
month = jan,
howpublished = {\url{https://doi.org/10.5281/zenodo.3765780}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.3765780},
doi = {10.5281/ZENODO.3765780},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/RibeiroRPOGCFAMMSR20c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04136,
author = {Johannes N. Hendriks and
Fredrik K. Gustafsson and
Ant{\^{o}}nio H. Ribeiro and
Adrian G. Wills and
Thomas B. Sch{\"{o}}n},
title = {Deep Energy-Based {NARX} Models},
journal = {CoRR},
volume = {abs/2012.04136},
year = {2020},
url = {https://arxiv.org/abs/2012.04136},
eprinttype = {arXiv},
eprint = {2012.04136},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06341,
author = {Ant{\^{o}}nio H. Ribeiro and
Johannes N. Hendriks and
Adrian G. Wills and
Thomas B. Sch{\"{o}}n},
title = {Beyond Occam's Razor in System Identification: Double-Descent when
Modeling Dynamics},
journal = {CoRR},
volume = {abs/2012.06341},
year = {2020},
url = {https://arxiv.org/abs/2012.06341},
eprinttype = {arXiv},
eprint = {2012.06341},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/AnderssonRTWS19,
author = {Carl R. Andersson and
Ant{\^{o}}nio H. Ribeiro and
Koen Tiels and
Niklas Wahlstr{\"{o}}m and
Thomas B. Sch{\"{o}}n},
title = {Deep Convolutional Networks in System Identification},
booktitle = {58th {IEEE} Conference on Decision and Control, {CDC} 2019, Nice,
France, December 11-13, 2019},
pages = {3670--3676},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CDC40024.2019.9030219},
doi = {10.1109/CDC40024.2019.9030219},
timestamp = {Fri, 04 Mar 2022 13:30:46 +0100},
biburl = {https://dblp.org/rec/conf/cdc/AnderssonRTWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-01949,
author = {Ant{\^{o}}nio H. Ribeiro and
Manoel Horta Ribeiro and
Gabriela M. M. Paix{\~{a}}o and
Derick M. de Oliveira and
Paulo R. Gomes and
J{\'{e}}ssica A. Canazart and
Milton P. S. Ferreira and
Carl R. Andersson and
Peter W. Macfarlane and
Wagner Meira Jr. and
Thomas B. Sch{\"{o}}n and
Ant{\^{o}}nio Luiz P. Ribeiro},
title = {Automatic Diagnosis of the Short-Duration 12-Lead {ECG} using a Deep
Neural Network: the {CODE} Study},
journal = {CoRR},
volume = {abs/1904.01949},
year = {2019},
url = {http://arxiv.org/abs/1904.01949},
eprinttype = {arXiv},
eprint = {1904.01949},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-01949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00820,
author = {Ant{\^{o}}nio H. Ribeiro and
Koen Tiels and
Jack Umenberger and
Thomas B. Sch{\"{o}}n and
Luis Antonio Aguirre},
title = {On the Smoothness of Nonlinear System Identification},
journal = {CoRR},
volume = {abs/1905.00820},
year = {2019},
url = {http://arxiv.org/abs/1905.00820},
eprinttype = {arXiv},
eprint = {1905.00820},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-00820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-08482,
author = {Ant{\^{o}}nio H. Ribeiro and
Koen Tiels and
Luis Antonio Aguirre and
Thomas B. Sch{\"{o}}n},
title = {The trade-off between long-term memory and smoothness for recurrent
networks},
journal = {CoRR},
volume = {abs/1906.08482},
year = {2019},
url = {http://arxiv.org/abs/1906.08482},
eprinttype = {arXiv},
eprint = {1906.08482},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-08482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10121,
author = {Pauli Virtanen and
Ralf Gommers and
Travis E. Oliphant and
Matt Haberland and
Tyler Reddy and
David Cournapeau and
Evgeni Burovski and
Pearu Peterson and
Warren Weckesser and
Jonathan Bright and
St{\'{e}}fan van der Walt and
Matthew Brett and
Joshua Wilson and
K. Jarrod Millman and
Nikolay Mayorov and
Andrew R. J. Nelson and
Eric Jones and
Robert Kern and
Eric Larson and
CJ Carey and
Ilhan Polat and
Yu Feng and
Eric W. Moore and
Jake VanderPlas and
Denis Laxalde and
Josef Perktold and
Robert Cimrman and
Ian Henriksen and
E. A. Quintero and
Charles R. Harris and
Anne M. Archibald and
Ant{\^{o}}nio H. Ribeiro and
Fabian Pedregosa and
Paul van Mulbregt and
SciPy},
title = {SciPy 1.0-Fundamental Algorithms for Scientific Computing in Python},
journal = {CoRR},
volume = {abs/1907.10121},
year = {2019},
url = {http://arxiv.org/abs/1907.10121},
eprinttype = {arXiv},
eprint = {1907.10121},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01730,
author = {Carl R. Andersson and
Ant{\^{o}}nio H. Ribeiro and
Koen Tiels and
Niklas Wahlstr{\"{o}}m and
Thomas B. Sch{\"{o}}n},
title = {Deep Convolutional Networks in System Identification},
journal = {CoRR},
volume = {abs/1909.01730},
year = {2019},
url = {http://arxiv.org/abs/1909.01730},
eprinttype = {arXiv},
eprint = {1909.01730},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RibeiroA18,
author = {Ant{\^{o}}nio H. Ribeiro and
Luis Antonio Aguirre},
title = {"Parallel Training Considered Harmful?": Comparing series-parallel
and parallel feedforward network training},
journal = {Neurocomputing},
volume = {316},
pages = {222--231},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.07.071},
doi = {10.1016/J.NEUCOM.2018.07.071},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/RibeiroA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/RibeiroA18,
author = {Ant{\^{o}}nio H. Ribeiro and
Luis Antonio Aguirre},
title = {Lasso Regularization Paths for {NARMAX} Models via Coordinate Descent},
booktitle = {2018 Annual American Control Conference, {ACC} 2018, Milwaukee, WI,
USA, June 27-29, 2018},
pages = {5268--5273},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ACC.2018.8430924},
doi = {10.23919/ACC.2018.8430924},
timestamp = {Sun, 08 Aug 2021 01:40:57 +0200},
biburl = {https://dblp.org/rec/conf/amcc/RibeiroA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12194,
author = {Ant{\^{o}}nio H. Ribeiro and
Manoel Horta Ribeiro and
Gabriela Paix{\~{a}}o and
Derick M. de Oliveira and
Paulo R. Gomes and
J{\'{e}}ssica A. Canazart and
Milton P. S. Ferreira and
Wagner Meira Jr. and
Thomas B. Sch{\"{o}}n and
Ant{\^{o}}nio Luiz P. Ribeiro},
title = {Automatic Diagnosis of Short-Duration 12-Lead {ECG} using a Deep Convolutional
Network},
journal = {CoRR},
volume = {abs/1811.12194},
year = {2018},
url = {http://arxiv.org/abs/1811.12194},
eprinttype = {arXiv},
eprint = {1811.12194},
timestamp = {Wed, 03 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RibeiroA17,
author = {Ant{\^{o}}nio H. Ribeiro and
Luis Antonio Aguirre},
title = {"Parallel Training Considered Harmful?": Comparing Series-Parallel
and Parallel Feedforward Network Training},
journal = {CoRR},
volume = {abs/1706.07119},
year = {2017},
url = {http://arxiv.org/abs/1706.07119},
eprinttype = {arXiv},
eprint = {1706.07119},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RibeiroA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-00598,
author = {Ant{\^{o}}nio H. Ribeiro and
Luis Antonio Aguirre},
title = {Lasso Regularization Paths for {NARMAX} Models via Coordinate Descent},
journal = {CoRR},
volume = {abs/1710.00598},
year = {2017},
url = {http://arxiv.org/abs/1710.00598},
eprinttype = {arXiv},
eprint = {1710.00598},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-00598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2026-03-31 23:30 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: