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Matías Vera
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2020 – today
- 2024
- [i8]Lautaro Estienne, Roberta Hansen, Matías Vera, Luciana Ferrer, Pablo Piantanida:
On the Convergence of Semi Unsupervised Calibration through Prior Adaptation Algorithm. CoRR abs/2401.03051 (2024) - 2023
- [j4]Matías Vera
, Leonardo Rey Vega
The role of mutual information in variational classifiers. Mach. Learn. 112(9): 3105-3150 (2023) - [i7]Lautaro Estienne, Matías Vera, Leonardo Rey Vega:
Cross-domain Sentiment Classification in Spanish. CoRR abs/2303.08985 (2023) - 2022
- [j3]Matías Vera, Leonardo Rey Vega
Information flow in Deep Restricted Boltzmann Machines: An analysis of mutual information between inputs and outputs. Neurocomputing 507: 235-246 (2022) - 2021
- [c6]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Information and Regularization in Restricted Boltzmann Machines. ICASSP 2021: 3155-3159 - [i6]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
PACMAN: PAC-style bounds accounting for the Mismatch between Accuracy and Negative log-loss. CoRR abs/2112.05547 (2021) - 2020
- [i5]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
The Role of Mutual Information in Variational Classifiers. CoRR abs/2010.11642 (2020)
2010 – 2019
- 2019
- [j2]Matías Vera, Leonardo Rey Vega
Collaborative Information Bottleneck. IEEE Trans. Inf. Theory 65(2): 787-815 (2019) - [c5]Beatriz Marín, Matías Vera, Giovanni Giachetti:
An Adventure Serious Game for Teaching Effort Estimation in Software Engineering. IWSM-Mensura 2019: 71-86 - [i4]Matías Vera, Pablo Piantanida, Leonardo Rey Vega:
Understanding the Behaviour of the Empirical Cross-Entropy Beyond the Training Distribution. CoRR abs/1905.11972 (2019) - 2018
- [j1]Matías Vera
Compression-Based Regularization With an Application to Multitask Learning. IEEE J. Sel. Top. Signal Process. 12(5): 1063-1076 (2018) - [c4]Matías Vera, Leonardo Rey Vega
A Learning Algorithm with Compression-Based Regularization. ICASSP 2018: 2836-2840 - [c3]Matías Vera, Pablo Piantanida, Leonardo Rey Vega
The Role of the Information Bottleneck in Representation Learning. ISIT 2018: 1580-1584 - [i3]Matías Vera, Pablo Piantanida, Leonardo Rey Vega
The Role of Information Complexity and Randomization in Representation Learning. CoRR abs/1802.05355 (2018) - 2017
- [c2]Matías Vera, Leonardo Rey Vega
Distributed cooperative information bottleneck. ISIT 2017: 709-713 - [i2]Matías Vera, Leonardo Rey Vega
Compression-Based Regularization with an Application to Multi-Task Learning. CoRR abs/1711.07099 (2017) - 2016
- [i1]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Collaborative Representation Learning. CoRR abs/1604.01433 (2016) - 2015
- [c1]Matías Vera, Leonardo Rey Vega
The two-way cooperative Information Bottleneck. ISIT 2015: 2131-2135
Coauthor Index
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