LPSC - Publicaciones

ARTÍCULOS EN REVISTAS:

On fully-distributed composite tests with general parametric data distributions in sensor networks
IEEE Transactions on Signal and Information Processing over Networks, pp. 509–521, Vol. 7, Agosto 2021. ISSN: 2373-776X.
Autores/as: Maya, J. y Rey Vega

On the robustness of model-based algorithms for photoacoustic tomography: comparison between time and frequency domains
Review of Scientific Instruments, 114901, Vol. 92, Noviembre 2021. ISSN: 0034-6748.
Autores/as: Hirsch, L.; González, M. y Rey Vega, L.

A comparative study of time domain compressed sensing techniques for ptoacoustic imaging,
IEEE Latin America Transactions, pp. 1018–1024, Vol. 20, Junio 2022. ISSN: 1548-0992.
Autores/as: Hirsch, L. ;González, M. y Rey Vega, L.

Information flow in deep restricted Boltzmann machines: an analysis of mutual information between inputs and outputs
Neurocomputing, pp. 235–246, Vol. 507, Octubre 2022. ISSN: 0925-2312.
Autores/as: Vera, M.; Rey Vega, L. y Piantanida, P.

Combining band-frequency separation and deep neural networks for optoacoustic imaging
Optics and Lasers on Engineering, Vol. 163, Abril 2023 ISSN: 0143-8166.
Autores/as: González, M.; Vera, M. y Rey Vega, L.

The role of mutual information in variational classifiers
Springer Machine Learning. En prensa. ISSN: 1573-0565.
Autores/as: Vera, M.; Rey Vega, L. y Piantanida, P.

Invariant representations in deep learning for optoacustic imaging
Review of Scientific Instruments. En prensa. ISSN: 0034-6748.
Autores/as: Vera, M.; González, M. y Rey Vega, L.

Perfectly accurate membership inference by a dishonest central server in federated learning
IEEE Transactions on Dependable and Secure Computing . En prensa. ISSN: 1941-0018.
Autores/as: Pinchler, G.; Romanelli, M.; Rey Vega, L. y Piantanida, P.

An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks
IEEE Transactions on Signal Processing. En prensa. ISSN: 1053-587X.
Autores/as: Maya, J.; Rey Vega, L. y Tonello, A.

OTROS:

Information and regularization in Restricted Boltzmann Machines
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3155–3159, Toronto, Canada, 2021. ISBN: 978-1-7281-7605-5.
Autores/as: Vera, M.; Rey Vega, L. y Piantanida, P.

On the effect of spatial correlation on distributed energy detection of a stochastic process
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5045–5049, Toronto, Canada, 2021. ISBN: 978-1-7281-7605-5.
Autores/as: Maya, J. y Rey Vega, L.

Cross-domain Sentiment Classification in Spanish
VI Congreso Bienal IEEE Argencon 2022 , San Juan, Argentina , 2022. ISBN: 978-1-6654-8014-7.
Autores/as: Estienne, L.; Vera, M. y Rey Vega, L.

Stealth Attacks on the SADI with Prior Information on the State Covariance Matrix
VI Congreso Bienal IEEE Argencon 2022, San Juan, Argentina , 2022. ISBN: 978-1-6654-8014-7.
Autores/as: Ávalos-Abreu, O.; Messina, F. y Rey Vega, L.

Model-based Fully Dense UNet for Image Enhancement in Software-defined Optoacoustic Tomography,
VI Congreso Bienal IEEE Argencon 2022 , San Juan, Argentina , 2022. ISBN: 978-1-6654-8014-7
Autores/as: M. González y L. Rey Vega

Exploiting frequency disentanglement with FD-UNets in optoacoustic tomography
Frontiers in Optics and Laser Science Conference 2022.
Autores/as: Vázquez, P.; González, M.; Vera, M. y Rey Vega, L.