Julien-Charles Levesque

Efficient Sensor Placement Optimization Using Gradient Descent and Probabilistic Coverage

Marc Parizeau, Christian Gagné, Vahab Akbarzadeh, 2014, Sensors.

Bayesian Hyperparameter Optimization for Ensemble Learning pdf

Christian Gagné, Robert Sabourin, Julien-Charles Levesque, 2016, UAI.

Bayesian hyperparameter optimization : overfitting, ensembles and conditional spaces

Julien-Charles Lévesque, Julien-Charles Levesque, 2018 .

Bayesian optimization for conditional hyperparameter spaces

Christian Gagné, Robert Sabourin, Audrey Durand, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space

Christian Gagné, Robert Sabourin, Audrey Durand, 2012, GECCO '12.

Sequential emotion recognition using Latent-Dynamic Conditional Neural Fields

Christian Gagné, Louis-Philippe Morency, Julien-Charles Levesque, 2013, 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG).

Ensembles of budgeted kernel support vector machines for parallel large scale learning

Christian Gagné, Robert Sabourin, Julien-Charles Lévesque, 2013 .