Logo LVSN
EnglishAccueil
A proposPersonnesRecherchePublicationsEvenementsProfil
A propos
List of publications

 

 

 

 

REPARTI

MIVIM

Titre
[1] Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck and Flavie Lavoie-Cardinal,
"Learning to Become an Expert: Deep Networks Applied To Super-Resolution Microscopy",
in Innovative Applications of Artificial Intelligence (IAAI-18), pp. 6, 02 2018.
[2] Audrey Durand, Jean-Alexandre Beaumont, Christian Gagné, Michel Lemay and Sébastien Paquet,
"Query Completion Using Bandits for Engines Aggregation",
in Reinforcement Learning and Decision Making (RLDM), 06 2017.
download documentdownload document
[3] Julien-Charles Lévesque, Audrey Durand, Christian Gagné and Robert Sabourin,
"Bayesian Optimization for Conditional Hyperparameter Spaces",
in Proc. of the International Joint Conference on Neural Networks (IJCNN), IEEE, 05 2017.
download document
[4] Audrey Durand and Christian Gagné,
"Estimating Quality in User-Guided Multi-Objective Bandits Optimization",
ArXiv e-prints, vol. 1701.01095, 1 2017.
download documentdownload document
[5] Audrey Durand, Charles Bordet and Christian Gagné,
"Improving the Pareto UCB1 Algorithm on the Multi-Objective Multi-Armed Bandit",
in NIPS Workshop on Bayesian Optimization, December 2014.
download documentdownload document
[6] Audrey Durand, Nicolas Lavigne-Lefebvre, Jean-François Rougès, Mario Carrier, Christian Gagné, Jean Mercier and Benoit Montreuil,
"L'électrification des transports : une perspective québécoise",
Institut Technologies de l'information et Sociétés, Université Laval, Décembre 2014.
download documentdownload document
[7] Audrey Durand and Christian Gagné,
"Thompson Sampling for Combinatorial Bandits and its Application to Online Feature Selection",
in Proceedings of the 28th AAAI Conference Workshop on Sequential Decision-Making with Big Data, pp. 6-9, July 2014.
download document
[8] François-Michel De Rainville, Audrey Durand, Félix-Antoine Fortin, Kevin Tanguy, Xavier Maldague, Bernard Panneton and Marie-Josée Simard,
"Bayesian Classification and Unsupervised Learning for Isolating Weeds in Row Crops",
Pattern Analysis & Applications, vol. 17, no 2, pp. 401-414, 2014.
download documentdownload document
[9] Léon Nshimyumukiza, Audrey Durand, Mathieu Gagnon, Xavier Douville, Suzanne Morin, Carmen Lindsay, Julie Duplantie, Christian Gagné, Sonia Jean, Yves Giguère, Sylvie Dodin, François Rousseau and Daniel Reinharz,
"An economic evaluation: Simulation of the cost/effectiveness and cost/utility of universal prevention strategies against osteoporosis-related fractures",
Journal of Bone and Mineral Research, vol. 28, no 2, pp. 383-394 , 2 2013.
download documentdownload document
[10] Audrey Durand, Christian Gagné, Léon Nshimyumukiza, Mathieu Gagnon, François Rousseau, Yves Giguère and Daniel Reinharz,
"Population-Based Simulation for Public Health: Generic Software Infrastructure and Its Application to Osteoporosis",
IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, vol. 42, no 6, pp. 1396-1409, 2012.
download documentdownload document
   
     
   
   

©2002-. Laboratoire de Vision et Systèmes Numériques. Tous droits réservés