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Francois Charton
Francois Charton
Research engineer, Facebook AI Research
Verified email at fb.com
Title
Cited by
Cited by
Year
Deep learning for symbolic mathematics
G Lample, F Charton
International Conference on Learning Representations (ICLR) 2020, 2019
2582019
Learning advanced mathematical computations from examples
F Charton, A Hayat, G Lample
International Conference on Learning Representations (ICLR) 2021, 2020
18*2020
Deep symbolic regression for recurrence prediction
S d’Ascoli, PA Kamienny, G Lample, F Charton
International Conference on Machine Learning, 4520-4536, 2022
17*2022
Leveraging automated unit tests for unsupervised code translation
B Roziere, JM Zhang, F Charton, M Harman, G Synnaeve, G Lample
International Conference on Learning Representations (ICLR) 2022, 2021
132021
Back-to-back regression: Disentangling the influence of correlated factors from multivariate observations
JR King, F Charton, D Lopez-Paz, M Oquab
NeuroImage 220, 117028, 2020
10*2020
End-to-end symbolic regression with transformers
PA Kamienny, S d'Ascoli, G Lample, F Charton
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS) 2022, 2022
92022
Linear algebra with transformers
F Charton
arXiv preprint arXiv:2112.01898, 2021
92021
A deep language model to predict metabolic network equilibria
F Charton, A Hayat, ST McQuade, NJ Merrill, B Piccoli
arXiv preprint arXiv:2112.03588, 2021
22021
SALSA: Attacking Lattice Cryptography with Transformers
E Wenger, M Chen, F Charton, K Lauter
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS) 2022, 2022
12022
What is my math transformer doing?--Three results on interpretability and generalization
F Charton
arXiv preprint arXiv:2211.00170, 2022
2022
Code Translation with Compiler Representations
M Szafraniec, B Roziere, HLF Charton, P Labatut, G Synnaeve
arXiv preprint arXiv:2207.03578, 2022
2022
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