Felipe A. Tobar
Orcid: 0000-0003-2486-3583
According to our database1,
Felipe A. Tobar
authored at least 46 papers
between 2011 and 2023.
Collaborative distances:
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Bibliography
2023
Trans. Mach. Learn. Res., 2023
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
2022
On machine learning and the replacement of human labour: anti-Cartesianism versus Babbage's path.
AI Soc., 2022
On the Interplay between Information Loss and Operation Loss in Representations for Classification.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
IEEE Trans. Signal Process., 2021
Studying the Interplay between Information Loss and Operation Loss in Representations for Classification.
CoRR, 2021
A novel notion of barycenter for probability distributions based on optimal weak mass transport.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Detection of blue whale vocalisations using a temporal-domain convolutional neural network.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021
2020
Health Informatics J., 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
IEEE Trans. Multim., 2018
Improving battery voltage prediction in an electric bicycle using altitude measurements and kernel adaptive filters.
Pattern Recognit. Lett., 2018
Echo state network and variational autoencoder for efficient one-class learning on dynamical systems.
J. Intell. Fuzzy Syst., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
Recovering Latent Signals From a Mixture of Measurements Using a Gaussian Process Prior.
IEEE Signal Process. Lett., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
2016
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
2015
IEEE Trans. Signal Process., 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Inf. Theory, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Estimation of financial indices volatility using a model with time-varying parameters.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014
2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
2011
Anomaly detection in power generation plants using similarity-based modeling and multivariate analysis.
Proceedings of the American Control Conference, 2011