Gaël Letarte

According to our database, Gaël Letarte authored at least 6 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2023

PAC-Bayesian Learning of Aggregated Binary Activated Neural Networks with Probabilities over Representations.

Louis Fortier-Dubois, Benjamin Leblanc, Gaël Letarte, François Laviolette, Pascal Germain

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2021

Learning Aggregations of Binary Activated Neural Networks with Probabilities over Representations.

Louis Fortier-Dubois, Gaël Letarte, Benjamin Leblanc, François Laviolette, Pascal Germain

CoRR, 2021

2019

Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks.

Gaël Letarte, Pascal Germain, Benjamin Guedj, François Laviolette

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior.

Gaël Letarte, Emilie Morvant, Pascal Germain

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Importance of Self-Attention for Sentiment Analysis.

Gaël Letarte, Frédérik Paradis, Philippe Giguère, François Laviolette

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

2016

Large scale modeling of antimicrobial resistance with interpretable classifiers.

Alexandre Drouin, Frédéric Raymond, Gaël Letarte St-Pierre, Mario Marchand, Jacques Corbeil, François Laviolette

CoRR, 2016