54 citations · 124 across the 19 of their papers we have counts for
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cs.LG2021
PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy and Negative log-loss
Matias Vera, Leonardo Rey Vega, Pablo Piantanida
The ultimate performance of machine learning algorithms for classification tasks is usually measured in terms of the empirical error probability (or accuracy) based on a testing da…
eess.SP2021★ 2 cited
On the robustness of model-based algorithms for photoacoustic tomography: comparison between time and frequency domains
L. Hirsch, M. G. Gonzalez, L. Rey Vega
For photoacoustic image reconstruction, certain parameters such as sensor positions and speed of sound have a major impact in the reconstruction process and must be carefully deter…