Christian Gagné
Orcid: 0000-0003-3697-4184Affiliations:
- Université Laval, Institute Intelligence and Data (IID), Québec City, QC, Canada (PhD 2005)
- MacDonald Dettwiler and Associates Limited, BC, Canada
- Informatique WGZ Inc, Québec City, QC, Canada
- University of Lausanne, Switzerland
According to our database1,
Christian Gagné
authored at least 118 papers
between 2001 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on mila.quebec
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Bibliography
2024
Trans. Mach. Learn. Res., 2024
CoRR, 2024
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers.
CoRR, 2024
CoRR, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search.
Genet. Program. Evolvable Mach., December, 2023
IEEE Trans. Knowl. Data Eng., October, 2023
Resolution enhancement with a task-assisted GAN to guide optical nanoscopy image analysis and acquisition.
Nat. Mac. Intell., August, 2023
ACM Trans. Knowl. Discov. Data, May, 2023
CoRR, 2023
Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output Codes.
CoRR, 2023
2022
On the benefits of representation regularization in invariance based domain generalization.
Mach. Learn., 2022
Knowl. Based Syst., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
BMC Medical Informatics Decis. Mak., 2021
CoRR, 2021
Proceedings of the Machine Learning, Optimization, and Data Science, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
CoRR, 2020
The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities.
Artif. Life, 2020
Proceedings of the Intelligent Human Systems Integration 2020, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Toward Adversarial Robustness by Diversity in an Ensemble of Specialized Deep Neural Networks.
Proceedings of the Advances in Artificial Intelligence, 2020
2019
IEEE Trans. Smart Grid, 2019
A Novel Unsupervised Post-Processing Calibration Method for DNNS with Robustness to Domain Shift.
CoRR, 2019
Unsupervised Temperature Scaling: Post-Processing Unsupervised Calibration of Deep Models Decisions.
CoRR, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
2018
CoRR, 2018
Controlling Over-generalization and its Effect on Adversarial Examples Generation and Detection.
CoRR, 2018
CoRR, 2018
Towards Dependable Deep Convolutional Neural Networks (CNNs) with Out-distribution Learning.
CoRR, 2018
A two-step approach for mining patient treatment pathways in administrative healthcare databases.
Artif. Intell. Medicine, 2018
Optimal Scheduling for Smart Charging of Electric Vehicles Using Dynamic Programming.
Proceedings of the Advances in Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
A double-layer ELM with added feature selection ability using a sparse Bayesian approach.
Neurocomputing, 2016
Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks.
CoRR, 2016
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016
2015
J. Sens. Actuator Networks, 2015
Training subset selection in Hourly Ontario Energy Price forecasting using time series clustering-based stratification.
Neurocomputing, 2015
Genet. Program. Evolvable Mach., 2015
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Multisensor placement in 3D environments via visibility estimation and derivative-free optimization.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015
Two-Step Heterogeneous Finite Mixture Model Clustering for Mining Healthcare Databases.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the GRAPP 2015, 2015
Proceedings of the 2015 International Conference on 3D Vision, 2015
2014
Efficient Sensor Placement Optimization Using Gradient Descent and Probabilistic Coverage.
Sensors, 2014
Proceedings of the GRAPP 2014, 2014
A novel mixed values k-prototypes algorithm with application to health care databases mining.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Healthcare and e-health, 2014
2013
Probabilistic Sensing Model for Sensor Placement Optimization Based on Line-of-Sight Coverage.
IEEE Trans. Instrum. Meas., 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Estimation of distribution algorithm based on hidden Markov models for combinatorial optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Evolutionary multiobjective optimization for selecting members of an ensemble streamflow forecasting model.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
ros4mat: A Matlab Programming Interface for Remote Operations of ROS-Based Robotic Devices in an Educational Context.
Proceedings of the Tenth Conference on Computer and Robot Vision, 2013
Proceedings of the 3DTV-Conference 2013: The True Vision, 2013
2012
Population-Based Simulation for Public Health: Generic Software Infrastructure and Its Application to Osteoporosis.
IEEE Trans. Syst. Man Cybern. Part A, 2012
ACM Trans. Model. Comput. Simul., 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2011
A GIS Based Wireless Sensor Network Coverage Estimation and Optimization: A Voronoi Approach.
Trans. Comput. Sci., 2011
Black-box optimization of sensor placement with elevation maps and probabilistic sensing models.
Proceedings of the 2011 IEEE International Symposium on Robotic and Sensors Environments, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
2010
Proceedings of the SummerSim '10, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Co-evolutionary information gathering for a cooperative unmanned aerial vehicle team.
Proceedings of the 12th International Conference on Information Fusion, 2009
Proceedings of the Genetic Programming, 12th European Conference, 2009
2008
Appl. Soft Comput., 2008
2007
Int. J. Pattern Recognit. Artif. Intell., 2007
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
2006
IEEE Trans. Syst. Man Cybern. Part B, 2006
Genetic engineering of hierarchical fuzzy regional representations for handwritten character recognition.
Int. J. Document Anal. Recognit., 2006
Int. J. Artif. Intell. Tools, 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the Genetic Programming, 9th European Conference, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2003
Proceedings of the Genetic and Evolutionary Computation, 2003
2002
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002
Open BEAGLE: A New Versatile C++ Framework for Evolutionary Computation.
Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002
Open BEAGLE: A New C++ Evolutionary Computation Framework.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Lens System Design And Re-engineering With Evolutionary Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001