The two-way cooperative Information Bottleneck. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (ISIT, 2015)

Collaborative Representation Learning. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (CoRR, 2016)

Distributed cooperative information bottleneck. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (ISIT, 2017)

Compression-Based Regularization with an Application to Multi-Task Learning. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (CoRR, 2017)

A Learning Algorithm with Compression-Based Regularization. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (ICASSP, 2018)

The Role of the Information Bottleneck in Representation Learning. - Matías Vera; Pablo Piantanida; Leonardo Rey Vega (ISIT, 2018)

The Role of Information Complexity and Randomization in Representation Learning. - Matías Vera; Pablo Piantanida; Leonardo Rey Vega (CoRR, 2018)

Compression-Based Regularization With an Application to Multitask Learning. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (IEEE J. Sel. Top. Signal Process., 2018)

An Adventure Serious Game for Teaching Effort Estimation in Software Engineering. - Beatriz Marín; Matías Vera; Giovanni Giachetti (IWSM-Mensura, 2019)

Understanding the Behaviour of the Empirical Cross-Entropy Beyond the Training Distribution. - Matías Vera; Pablo Piantanida; Leonardo Rey Vega (CoRR, 2019)

Collaborative Information Bottleneck. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (IEEE Trans. Inf. Theory, 2019)

Information and Regularization in Restricted Boltzmann Machines. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (ICASSP, 2021)

PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy and Negative log-loss. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (CoRR, 2021)

Information flow in Deep Restricted Boltzmann Machines: An analysis of mutual information between inputs and outputs. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (Neurocomputing, 2022)

Cross-domain Sentiment Classification in Spanish. - Lautaro Estienne; Matías Vera; Leonardo Rey Vega (CoRR, 2023)

The role of mutual information in variational classifiers. - Matías Vera; Leonardo Rey Vega; Pablo Piantanida (Mach. Learn., 2023)

On the Convergence of Semi Unsupervised Calibration through Prior Adaptation Algorithm. - Lautaro Estienne; Roberta Hansen; Matías Vera; Luciana Ferrer; Pablo Piantanida (CoRR, 2024)