Scheduling Optimization of Parallel Linear Algebra Algorithms Using Supervised Learning. - Gabriel Laberge; Shahrzad Shirzad; Patrick Diehl; Hartmut Kaiser; Serge Prudhomme; Adrian S. Lemoine (MLHPC@SC, 2019)

Partial order: Finding Consensus among Uncertain Feature Attributions. - Gabriel Laberge; Yann Pequignot; Foutse Khomh; Mario Marchand; Alexandre Mathieu (CoRR, 2021)

Why Don't XAI Techniques Agree? Characterizing the Disagreements Between Post-hoc Explanations of Defect Predictions. - Saumendu Roy; Gabriel Laberge; Banani Roy; Foutse Khomh; Amin Nikanjam; Saikat Mondal (ICSME, 2022)

How to certify machine learning based safety-critical systems? A systematic literature review. - Florian Tambon; Gabriel Laberge; Le An; Amin Nikanjam; Paulina Stevia Nouwou Mindom; Yann Pequignot; Foutse Khomh; Giulio Antoniol; Ettore Merlo; François Laviolette (Autom. Softw. Eng., 2022)

Understanding Interventional TreeSHAP : How and Why it Works. - Gabriel Laberge; Yann Pequignot (CoRR, 2022)

Fooling SHAP with Stealthily Biased Sampling. - Gabriel Laberge; Ulrich Aïvodji; Satoshi Hara 001; Mario Marchand; Foutse Khomh (ICLR, 2023)

Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set. - Gabriel Laberge; Yann Pequignot; Alexandre Mathieu; Foutse Khomh; Mario Marchand (J. Mach. Learn. Res., 2023)

Tackling the XAI Disagreement Problem with Regional Explanations. - Gabriel Laberge; Yann Batiste Pequignot; Mario Marchand; Foutse Khomh (AISTATS, 2024)

Mining Action Rules for Defect Reduction Planning. - Khouloud Oueslati; Gabriel Laberge; Maxime Lamothe; Foutse Khomh (Proc. ACM Softw. Eng., 2024)

Learning Hybrid Interpretable Models: Theory, Taxonomy, and Methods. - Julien Ferry; Gabriel Laberge; Ulrich Aïvodji (Trans. Mach. Learn. Res., 2024)

Detection and evaluation of bias-inducing features in machine learning. - Moses Openja; Gabriel Laberge; Foutse Khomh (Empir. Softw. Eng., 2024)

Fairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization. - Lucas Langlade; Julien Ferry; Gabriel Laberge; Thibaut Vidal (CoRR, 2025)