Matías Vera

19 papers B 3Misc 2Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adapting Language Models to Produce Good Class Probabilities for Classification Tasks.
Trans. Mach. Learn. Res.
Lautaro Estienne, Matías Vera, Elizabeth Fons, Elena Kochkina, Pablo Piantanida, Luciana Ferrer
2024 J jnl
On the Convergence of Semi Unsupervised Calibration through Prior Adaptation Algorithm.
CoRR
Lautaro Estienne, Roberta Hansen, Matías Vera, Luciana Ferrer, Pablo Piantanida
2023 J jnl
Cross-domain Sentiment Classification in Spanish.
CoRR
Lautaro Estienne, Matías Vera, Leonardo Rey Vega
2023 J jnl
The role of mutual information in variational classifiers.
Mach. Learn.
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2022 J jnl
Information flow in Deep Restricted Boltzmann Machines: An analysis of mutual information between inputs and outputs.
Neurocomputing
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2021 Misc conf
Information and Regularization in Restricted Boltzmann Machines.
ICASSP
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2021 J jnl
PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy and Negative log-loss.
CoRR
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2020 J jnl
The Role of Mutual Information in Variational Classifiers.
CoRR
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2019 — conf
An Adventure Serious Game for Teaching Effort Estimation in Software Engineering.
IWSM-Mensura
Beatriz Marín, Matías Vera, Giovanni Giachetti
2019 J jnl
Collaborative Information Bottleneck.
IEEE Trans. Inf. Theory
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2019 J jnl
Understanding the Behaviour of the Empirical Cross-Entropy Beyond the Training Distribution.
CoRR
Matías Vera, Pablo Piantanida, Leonardo Rey Vega
2018 Misc conf
A Learning Algorithm with Compression-Based Regularization.
ICASSP
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2018 J jnl
Compression-Based Regularization With an Application to Multitask Learning.
IEEE J. Sel. Top. Signal Process.
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2018 J jnl
The Role of Information Complexity and Randomization in Representation Learning.
CoRR
Matías Vera, Pablo Piantanida, Leonardo Rey Vega
2018 B conf
The Role of the Information Bottleneck in Representation Learning.
ISIT
Matías Vera, Pablo Piantanida, Leonardo Rey Vega
2017 J jnl
Compression-Based Regularization with an Application to Multi-Task Learning.
CoRR
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2017 B conf
Distributed cooperative information bottleneck.
ISIT
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2016 J jnl
Collaborative Representation Learning.
CoRR
Matías Vera, Leonardo Rey Vega, Pablo Piantanida
2015 B conf
The two-way cooperative Information Bottleneck.
ISIT
Matías Vera, Leonardo Rey Vega, Pablo Piantanida