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Gabriel Laberge
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How to certify machine learning based safety-critical systems? A systematic literature review
F Tambon, G Laberge, L An, A Nikanjam, PSN Mindom, Y Pequignot, ...
Automated Software Engineering 29 (2), 38, 2022
532022
Microfluidic multipoles theory and applications
PA Goyette, É Boulais, F Normandeau, G Laberge, D Juncker, T Gervais
Nature communications 10 (1), 1781, 2019
342019
Why Don’t XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions
S Roy, G Laberge, B Roy, F Khomh, A Nikanjam, S Mondal
2022 IEEE International Conference on Software Maintenance and Evolution …, 2022
112022
Fooling SHAP with Stealthily Biased Sampling
G Laberge, U Aïvodji, S Hara, M Marchand, F Khomh
International Conference on Learning Representations (ICLR), 2023
10*2023
Understanding Interventional TreeSHAP: How and Why it Works
G Laberge, Y Pequignot
arXiv preprint arXiv:2209.15123, 2022
62022
Scheduling optimization of parallel linear algebra algorithms using supervised learning
S Shirzad, P Diehl, H Kaiser, S Prudhomme, AS Lemoine
2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing …, 2019
62019
Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set
G Laberge, Y Pequignot, A Mathieu, F Khomh, M Marchand
Journal of Machine Learning Research 24 (364), 1-50, 2023
5*2023
Learning Hybrid Interpretable Models: Theory, Taxonomy, and Methods
J Ferry, G Laberge, U Aïvodji
arXiv preprint arXiv:2303.04437, 2023
42023
Detection and Evaluation of bias-inducing Features in Machine learning
M Openja, G Laberge, F Khomh
Empirical Software Engineering 29 (1), 22, 2024
12024
Tackling the XAI Disagreement Problem with Regional Explanations
G Laberge, Y Pequignot, M Marchand, F Khomh
International Conference on Artificial Intelligence and Statistics (AISTATS) 238, 2024
2024
Statistical Analysis of Spherical Harmonics Representations of Soil Particles
G Laberge
Polytechnique Montréal, 2020
2020
Reconfigurable multipolar open-space microfluidics
PA Goyette, E Boulais, F Normandeau, G Laberge, D Juncker, T Gervais
Chemical and Biological Microsystems Society, 2018
2018
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Articles 1–12