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Author

François Charton

Observed names: Charton, Francois, Charton, François, Francois Charton
Observed institutions: École nationale des ponts et chaussées, Palo Alto University, University of Chicago, Meta (United Kingdom), Meta (United States), CERMICS, The Ohio State University
ORCID: 0000-0002-5912-3342
Observed ORCID: 0000-0002-5912-3342
OpenAlex ID: A5045535925
Deep Learning for Symbolic Mathematics
2019 · Lample, Guillaume, Charton, François · arXiv (Cornell University) · 227
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End-To-End Symbolic Regression with Transformers
2022 · Pierre-Alexandre Kamienny, Stéphane D'Ascoli, et al. · neural information processing systems · 61
Leveraging Automated Unit Tests for Unsupervised Code Translation
2021 · Roziere, Baptiste, Zhang, Jie M., et al. · arXiv (Cornell University) · 39
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End-to-end symbolic regression with transformers
2022 · Kamienny, Pierre-Alexandre, d'Ascoli, Stéphane, et al. · HAL · 37
Code Translation with Compiler Representations
2022 · Szafraniec, Marc, Roziere, Baptiste, et al. · arXiv (Cornell University) · 26
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A Tale of Tails: Model Collapse as a Change of Scaling Laws
2024 · Dohmatob, Elvis, Feng, Yunzhen, et al. · arXiv (Cornell University) · 20
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Deep Symbolic Regression for Recurrent Sequences
2022 · d'Ascoli, Stéphane, Kamienny, Pierre-Alexandre, et al. · arXiv (Cornell University) · 20
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SALSA: Attacking Lattice Cryptography with Transformers
2022 · Emily Wenger, Mingjie Chen, et al. · neural information processing systems · 16
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Transforming the bootstrap: using transformers to compute scattering amplitudes in planar N = 4 super Yang–Mills theory
2024 · Tianji Cai, Garrett W Merz, et al. · Machine Learning Science and Technology · 15
SalsaPicante: A Machine Learning Attack on LWE with Binary Secrets
2023 · Cathy Yuanchen Li, Jana Sotáková, et al. · ACM SIGSAC Conference on Computer and Communications Security (CCS) · 15
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Back-to-back regression: Disentangling the influence of correlated factors from multivariate observations
2020 · Jean-Rémi King, François Charton, et al. · NeuroImage · 15
A Mimetic Approach to Social Influence on Instagram
2024 · Hubert Etienne, François Charton · Philosophy & Technology · 14
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Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers
2024 · Alberto Alfarano, François Charton, et al. · neural information processing systems · 13
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Linear algebra with transformers
2021 · Charton, François · arXiv (Cornell University) · 13
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Learning advanced mathematical computations from examples
2020 · Charton, François, Hayat, Amaury, et al. · arXiv (Cornell University) · 10
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End-to-end symbolic regression with transformers
2022 · Kamienny, Pierre-Alexandre, d'Ascoli, Stéphane, et al. · arXiv (Cornell University) · 9
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The Cool and the Cruel: Separating Hard Parts of LWE Secrets
2024 · Niklas Nolte, Mohamed Malhou, et al. · Lecture notes in computer science · 8
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Is tokenization needed for masked particle modeling?
2025 · Matthew Leigh, Samuel Klein, et al. · Machine Learning Science and Technology · 7
Is Tokenization Needed for Masked Particle Modelling?
2024 · Leigh, Matthew, Klein, Samuel, et al. · arXiv (Cornell University) · 5
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Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification
2024 · Feng, Yunzhen, Dohmatob, Elvis, et al. · arXiv (Cornell University) · 5
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Pangenome-Informed Language Models for Synthetic Genome Sequence Generation
2025 · Pengzhi Huang, François Charton, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 4
Deep Differential System Stability -- Learning advanced computations from examples
2020 · François Charton, Amaury Hayat, et al. · arXiv (Cornell University) · 4
An Efficient Algorithm for Integer Lattice Reduction
2024 · François Charton, Kristin Lauter, et al. · SIAM Journal on Matrix Analysis and Applications · 3
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Iteration Head: A Mechanistic Study of Chain-of-Thought
2024 · Vivien Cabannes, Charles Arnal, et al. · neural information processing systems · 3
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SALSA VERDE: a machine learning attack on Learning With Errors with sparse small secrets
2023 · Li, Cathy Yuanchen, Wenger, Emily, et al. · arXiv (Cornell University) · 3
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Works count: 61
Citation count: 612
H-index: 13
I10-index: 15
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