| Predicting and interpreting embeddings for out of vocabulary words in downstream tasks N Garneau, JS Leboeuf, L Lamontagne arXiv preprint arXiv:1903.00724, 2019 | 26 | 2019 |
| Decision trees as partitioning machines to characterize their generalization properties JS Leboeuf, F LeBlanc, M Marchand Advances in neural information processing systems 33, 18135-18145, 2020 | 15 | 2020 |
| Contextual generation of word embeddings for out of vocabulary words in downstream tasks N Garneau, JS Leboeuf, L Lamontagne Advances in Artificial Intelligence: 32nd Canadian Conference on Artificial …, 2019 | 7 | 2019 |
| Generalization properties of decision trees on real-valued and categorical features JS Leboeuf, F LeBlanc, M Marchand arXiv preprint arXiv:2210.10781, 2022 | 1 | 2022 |
| No-go theorem for fully supersymmetric GUTs with metastable supersymmetry breaking JF Fortin, JS Leboeuf Physical Review D 96 (1), 015025, 2017 | 1 | 2017 |
| On the generalization properties of VC classes and application to decision trees JS Leboeuf | | 2023 |
| Improving Generalization Bounds for VC Classes Using the Hypergeometric Tail Inversion JS Leboeuf, F LeBlanc, M Marchand arXiv preprint arXiv:2111.00062, 2021 | | 2021 |
| Attending Form and Context to Generate Specialized Out-of-VocabularyWords Representations N Garneau, JS Leboeuf, Y Pinter, L Lamontagne arXiv preprint arXiv:1912.06876, 2019 | | 2019 |
| Un théorème no-go pour les théories supersymétriques pleinement unifiées brisées par un vide métastable JS Leboeuf | | 2017 |
