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ORCIDPablo Piantanida
- > Home > Persons > Pablo Piantanida
Publications
- 2024
[i122]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
- [j44]Matías Vera
, Leonardo Rey Vega, Pablo Piantanida:
The role of mutual information in variational classifiers. Mach. Learn. 112(9): 3105-3150 (2023) - 2022
- [j41]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Information flow in Deep Restricted Boltzmann Machines: An analysis of mutual information between inputs and outputs. Neurocomputing 507: 235-246 (2022) - 2021
- [c116]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Information and Regularization in Restricted Boltzmann Machines. ICASSP 2021: 3155-3159 - [i78]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
- [i72]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
The Role of Mutual Information in Variational Classifiers. CoRR abs/2010.11642 (2020) - 2019
- [j26]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Collaborative Information Bottleneck. IEEE Trans. Inf. Theory 65(2): 787-815 (2019) - [i67]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
- [j24]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Compression-Based Regularization With an Application to Multitask Learning. IEEE J. Sel. Top. Signal Process. 12(5): 1063-1076 (2018) - [c95]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
A Learning Algorithm with Compression-Based Regularization. ICASSP 2018: 2836-2840 - [c89]Matías Vera, Pablo Piantanida, Leonardo Rey Vega:
The Role of the Information Bottleneck in Representation Learning. ISIT 2018: 1580-1584 - [i63]Matías Vera, Pablo Piantanida, Leonardo Rey Vega:
The Role of Information Complexity and Randomization in Representation Learning. CoRR abs/1802.05355 (2018) - 2017
- [c80]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Distributed cooperative information bottleneck. ISIT 2017: 709-713 - [i49]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Compression-Based Regularization with an Application to Multi-Task Learning. CoRR abs/1711.07099 (2017) - 2016
- [i43]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
Collaborative Representation Learning. CoRR abs/1604.01433 (2016) - 2015
- [c59]Matías Vera, Leonardo Rey Vega, Pablo Piantanida:
The two-way cooperative Information Bottleneck. ISIT 2015: 2131-2135
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