Extracting Weighted Automata for Approximate Minimization in Language Modelling C Lacroce, P Panangaden, G Rabusseau International Conference on Grammatical Inference, 92-112, 2021 | 8 | 2021 |
Optimal Spectral-Norm Approximate Minimization of Weighted Finite Automata B Balle, C Lacroce, P Panangaden, D Precup, G Rabusseau arXiv preprint arXiv:2102.06860, 2021 | 7 | 2021 |
Towards an AAK Theory Approach to Approximate Minimization in the Multi-Letter Case C Lacroce, P Panangaden, G Rabusseau arXiv preprint arXiv:2206.00172, 2022 | 1 | 2022 |
The approximate minimization problem of weighted finite automata and applications to language modelling: an approach based on Adamyan-Arov-Krein theory C Lacroce McGill University (Canada), 2022 | 1 | 2022 |
Deformations of Galois representations C Lacroce Concordia University, 2016 | 1 | 2016 |
Simulating weighted automata over sequences and trees with transformers M Rizvi-Martel, M Lizaire, C Lacroce, G Rabusseau International Conference on Artificial Intelligence and Statistics, 2368-2376, 2024 | | 2024 |
Length Independent PAC-Bayes Bounds for Simple RNNs V Mitarchuk, C Lacroce, R Eyraud, R Emonet, A Habrard, G Rabusseau International Conference on Artificial Intelligence and Statistics, 3547-3555, 2024 | | 2024 |
Optimal Approximate Minimization of One-Letter Weighted Finite Automata C Lacroce, B Balle, P Panangaden, G Rabusseau arXiv preprint arXiv:2306.00135, 2023 | | 2023 |