LPSC - Publicaciones

Artículos en revistas:
. Maya, J.; Rey Vega, L.. “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.
. Hirsch, L.; González, M.; Rey Vega, L. “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.
. Hirsch, L. ;González, M.; 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.
. Vera, M.; Rey Vega, L.; Piantanida, P. “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.
. González, M.; Vera, M.; Rey Vega, L. “Combining band-frequency separation and deep neural networks for optoacoustic imaging,” Optics and Lasers on Engineering, Vol. 163, Abril 2023 ISSN: 0143-8166.
. Vera, M.; Rey Vega, L.; Piantanida, P. “The role of mutual information in variational classifiers,” Springer Machine Learning. En prensa. ISSN: 1573-0565.
. Vera, M.; González, M.; Rey Vega, L. “Invariant representations in deep learning for optoacustic imaging,”Review of Scientific Instruments. En prensa. ISSN: 0034-6748. . G. Pinchler, M. Romanelli, L. Rey Vega, P. Piantanida,“Perfectly accurate membership inference by a dishonest central server in federated learning,” IEEE Transactions on Dependable and Secure Computing . En prensa. ISSN: 1941-0018.
. Maya, J.; Rey Vega, L.; Tonello, A. “An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks,” IEEE Transactions on Signal Processing. En prensa. ISSN: 1053-587X.

Otros:
. Vera, M.; Rey Vega, L.; Piantanida, P. “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.
. Maya, J.; Rey Vega, L. “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.
. Estienne, L.; Vera, M.; 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.
. Ávalos-Abreu, O.; Messina, F.; L. Rey Vega. “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.
. M. González, L. Rey Vega, “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.
. Vázquez, P.; González, M.; Vera, M.; Rey Vega, L. “Exploiting frequency disentanglement with FD-UNets in optoacoustic tomography,” Frontiers in Optics and Laser Science Conference 2022.