VERA, MATIAS; REY VEGA, LEONARDO; PIANTANIDA, PABLO

PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy and Negative log-loss

Information and Inference: A Journal of the IMA; Año: 2024 vol. 13

GONZÁLEZ, MARTÍN G.; VERA, MATIAS; DRESZMAN, ALAN; REY VEGA, LEONARDO J.

Diffusion assisted image reconstruction in optoacoustic tomography

OPTICS AND LASERS IN ENGINEERING; Año: 2024 vol. 178

VERA, M.; GONZÁLEZ, M.G.; VEGA, L. REY

Invariant representations in deep learning for optoacoustic imaging

REVIEW OF SCIENTIFIC INSTRUMENTS; Año: 2023 vol. 94

VERA, MATIAS; REY VEGA, LEONARDO; PIANTANIDA, PABLO

The role of mutual information in variational classifiers

MACHINE LEARNING; Año: 2023

GONZÁLEZ, MARTÍN G.; VERA, MATIAS; VEGA, LEONARDO J. REY

Combining band-frequency separation and deep neural networks for optoacoustic imaging

OPTICS AND LASERS IN ENGINEERING; Año: 2023 vol. 163

MATIAS VERA; LEONARDO REY VEGA; PABLO PIANTANIDA

Information flow in Deep Restricted Boltzmann Machines: An analysis of mutual information between inputs and outputs

NEUROCOMPUTING; Lugar: Amsterdam; Año: 2022 vol. 507 p. 235 - 246

MATÍAS ALEJANDRO VERA; LEONARDO REY VEGA; PABLO PIANTANIDA

Collaborative Information Bottleneck

IEEE TRANSACTIONS ON INFORMATION THEORY; Año: 2018 vol. 65 p. 787 - 815

MATÍAS ALEJANDRO VERA; LEONARDO REY VEGA; PABLO PIANTANIDA

Compression-Based Regularization With an Application to Multitask Learning

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING; Año: 2018 vol. 12 p. 1063 - 1076