François Charton

CoRR, 2024

A Tale of Tails: Model Collapse as a Change of Scaling Laws.

[BibT_eX]

[DOI]

CoRR, 2024

2023

SALSA PICANTE: a machine learning attack on LWE with binary secrets.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

SALSA VERDE: a machine learning attack on Learning with Errors with sparse small secrets.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2023

Can transformers learn the greatest common divisor?

[BibT_eX]

[DOI]

CoRR, 2023

Length Generalization in Arithmetic Transformers.

[BibT_eX]

[DOI]

Samy Jelassi

Carles Domingo-Enrich

Yuhuai Wu

Yuanzhi Li

CoRR, 2023

A mimetic approach to social influence on Instagram.

[BibT_eX]

[DOI]

Hubert Etienne

CoRR, 2023

SALSA VERDE: a machine learning attack on LWE with sparse small secrets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Code Translation with Compiler Representations.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

SalsaPicante: A Machine Learning Attack on LWE with Binary Secrets.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Linear algebra with transformers.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

SALSA: Attacking Lattice Cryptography with Transformers.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2022

Contrastive Distillation Is a Sample-Efficient Self-Supervised Loss Policy for Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2022

What is my math transformer doing? - Three results on interpretability and generalization.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Symbolic Regression for Recurrent Sequences.

[BibT_eX]

[DOI]

Pierre-Alexandre Kamienny

Pierre-Alexandre Kamienny

CoRR, 2022

End-to-end Symbolic Regression with Transformers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Deep symbolic regression for recurrence prediction.

[BibT_eX]

[DOI]

Pierre-Alexandre Kamienny

Proceedings of the International Conference on Machine Learning, 2022

Leveraging Automated Unit Tests for Unsupervised Code Translation.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

A deep language model to predict metabolic network equilibria.

[BibT_eX]

[DOI]

CoRR, 2021

Learning advanced mathematical computations from examples.

[BibT_eX]

[DOI]

Amaury Hayat

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Back-to-back regression: Disentangling the influence of correlated factors from multivariate observations.

[BibT_eX]

[DOI]

NeuroImage, 2020

Deep Differential System Stability - Learning advanced computations from examples.

[BibT_eX]

[DOI]

Amaury Hayat

CoRR, 2020

Deep Learning For Symbolic Mathematics.

[BibT_eX]

[DOI]