Christian Gagné
Christian Gagné
Professor at Université Laval - IID - LVSN - CeRVIM - CRDM - CIFAR - Mila
Adresse e-mail validée de gel.ulaval.ca - Page d'accueil
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Année
DEAP: Evolutionary algorithms made easy
FA Fortin, FM De Rainville, MA Gardner, M Parizeau, C Gagné
Journal of Machine Learning Research 13, 2171-2175, 2012
12272012
Genericity in evolutionary computation software tools: Principles and case-study
C Gagné, M Parizeau
International Journal on Artificial Intelligence Tools 15 (2), 173-194, 2006
1482006
The surprising creativity of digital evolution: A collection of anecdotes from the evolutionary computation and artificial life research communities
J Lehman, J Clune, D Misevic, C Adami, L Altenberg, J Beaulieu, ...
Artificial Life 26 (2), 274-306, 2020
1412020
Learning to predict indoor illumination from a single image
MA Gardner, K Sunkavalli, E Yumer, X Shen, E Gambaretto, C Gagné, ...
ACM Transactions on Graphics 9 (4), 2017
1172017
DEAP: A Python Framework for Evolutionary Algorithms
FM De Rainville, FA Fortin, MA Gardner, M Parizeau, C Gagné
EvoSoft Workshop, Genetic and Evolutionary Computation Conference (GECCO …, 2012
1172012
Probabilistic Sensing Model for Sensor Placement Optimization Based on Line-of-Sight Coverage
V Akbarzadeh, C Gagné, M Parizeau, M Argany, MA Mostafavi
IEEE Transactions on Instrumentation and Measurement 62 (2), 293-303, 2013
1142013
Genetic programming, validation sets, and parsimony pressure
C Gagné, M Schoenauer, M Parizeau, M Tomassini
European Conference on Genetic Programming (EuroGP), 109-120, 2006
902006
Analysis of a master-slave architecture for distributed evolutionary computations
M Dubreuil, C Gagné, M Parizeau
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 36 …, 2006
812006
Open BEAGLE: A new versatile C++ framework for evolutionary computation
C Gagné, M Parizeau
Genetic and Evolutionary Computation Conference (GECCO), Late-Breaking Papers, 2002
682002
Robustness to adversarial examples through an ensemble of specialists
M Abbasi, C Gagné
International Conference on Learning Representations (ICLR), Workshop Track, 2017
632017
Distributed BEAGLE: An environment for parallel and distributed evolutionary computations
C Gagné, M Parizeau, M Dubreuil
International Symposium on High Performance Computing Systems and …, 2003
602003
A GIS based wireless sensor network coverage estimation and optimization: A Voronoi approach
M Argany, MA Mostafavi, F Karimipour, C Gagné
Transactions on Computational Science XIV, 151-172, 2011
562011
Demand-side management using deep learning for smart charging of electric vehicles
KL López, C Gagné, MA Gardner
IEEE Transactions on Smart Grid 10 (3), 2683-2691, 2019
542019
Character recognition experiments using UNIPEN data
M Parizeau, A Lemieux, C Gagné
International Conference on Document Analysis and Recognition (ICDAR), 481-485, 2001
472001
Genetic programming for kernel-based learning with co-evolving subsets selection
C Gagné, M Schoenauer, M Sebag, M Tomassini
Parallel Problem Solving from Nature (PPSN), 1008-1017, 2006
392006
Evolutionary optimization of low-discrepancy sequences
FM De Rainville, C Gagné, O Teytaud, D Laurendeau
ACM Transactions on Modeling and Computer Simulation (TOMACS) 22 (2), 9, 2012
352012
Ensemble learning for free with evolutionary algorithms?
C Gagné, M Sebag, M Schoenauer, M Tomassini
Genetic and Evolutionary Computation Conference (GECCO), 1782-1789, 2007
342007
Topography-aware sensor deployment optimization with CMA-ES
V Akbarzadeh, A Ko, C Gagné, M Parizeau
Parallel Problem Solving from Nature (PPSN), 141-150, 2011
332011
Open BEAGLE: A new C++ evolutionary computation framework
C Gagné, M Parizeau
Genetic and Evolutionary Computation Conference (GECCO), 888, 2002
332002
Improving genetic algorithms performance via deterministic population shrinkage
JLJ Laredo, C Fernandes, JJ Merelo, C Gagné
Genetic and Evolutionary Computation Conference (GECCO), 819-826, 2009
322009
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Articles 1–20