1 citations · 3 across the 4 of their papers we have counts for
4 papers
Invariant Representations in Deep Learning for Optoacoustic Imaging
Matias Vera, Martin G. Gonzalez, Leonardo Rey Vega
Image reconstruction in optoacoustic tomography (OAT) is a trending learning task highly dependent on measured physical magnitudes present at sensing time. The large number of diff…
Cross-domain Sentiment Classification in Spanish
Lautaro Estienne, Matias Vera, Leonardo Rey Vega
Sentiment Classification is a fundamental task in the field of Natural Language Processing, and has very important academic and commercial applications. It aims to automatically pr…
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…
Distributed Detection of a Random Process over a Multiple Access Channel under Energy and Bandwidth Constraints
Juan Augusto Maya, Leonardo Rey Vega, Cecilia G. Galarza
We analyze a binary hypothesis testing problem built on a wireless sensor network (WSN) for detecting a stationary random process distributed both in space and time with circularly…