Matías Vera

According to our database, Matías Vera authored at least 17 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

On the Convergence of Semi Unsupervised Calibration through Prior Adaptation Algorithm.

Lautaro Estienne, Roberta Hansen, Matías Vera, Luciana Ferrer, Pablo Piantanida

CoRR, 2024

2023

The role of mutual information in variational classifiers.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

Mach. Learn., September, 2023

Cross-domain Sentiment Classification in Spanish.

Lautaro Estienne, Matías Vera, Leonardo Rey Vega

CoRR, 2023

2022

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

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 and Regularization in Restricted Boltzmann Machines.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

Proceedings of the IEEE International Conference on Acoustics, 2021

2019

Collaborative Information Bottleneck.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

IEEE Trans. Inf. Theory, 2019

Understanding the Behaviour of the Empirical Cross-Entropy Beyond the Training Distribution.

Matías Vera, Pablo Piantanida, Leonardo Rey Vega

CoRR, 2019

An Adventure Serious Game for Teaching Effort Estimation in Software Engineering.

Beatriz Marín, Matías Vera, Giovanni Giachetti

Proceedings of the Joint Proceedings of the International Workshop on Software Measurement and the International Conference on Software Process and Product Measurement (IWSM Mensura 2019), 2019

2018

Compression-Based Regularization With an Application to Multitask Learning.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

IEEE J. Sel. Top. Signal Process., 2018

The Role of Information Complexity and Randomization in Representation Learning.

Matías Vera, Pablo Piantanida, Leonardo Rey Vega

CoRR, 2018

The Role of the Information Bottleneck in Representation Learning.

Matías Vera, Pablo Piantanida, Leonardo Rey Vega

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

A Learning Algorithm with Compression-Based Regularization.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Compression-Based Regularization with an Application to Multi-Task Learning.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

CoRR, 2017

Distributed cooperative information bottleneck.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Collaborative Representation Learning.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

CoRR, 2016

2015

The two-way cooperative Information Bottleneck.

Matías Vera, Leonardo Rey Vega, Pablo Piantanida

Proceedings of the IEEE International Symposium on Information Theory, 2015