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

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

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Collaborative Information Bottleneck

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

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Compression-Based Regularization With an Application to Multitask Learning

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