Concepedia

Alexandre Sablayrolles

AS

15

Publications

1.1K

Citations

14

H-Index

2017

Active since

Affiliations

Meta (Israel)(Current)

Institut national de recherche en sciences et technologies du numérique

Alexandre Sablayrolles is an author at Meta (Israel) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningPattern RecognitionImage AnalysisMachine VisionData MiningComputer Vision

Publications per year

2017–2024

15

Publications

15

Mistral 7B

Albert Q. Jiang, Alexandre Sablayrolles, Arthur Mensch et al. · arXiv (Cornell University) · 2023 · 251 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +17

Training data-efficient image transformers & distillation through attention

Hugo Touvron, Matthieu Cord, Matthijs Douze et al. · arXiv (Cornell University) · 2020 · 124 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

White-box vs Black-box: Bayes Optimal Strategies for Membership Inference

Alexandre Sablayrolles, Matthijs Douze, Yann Ollivier et al. · arXiv (Cornell University) · 2019 · 113 citations · Full text

Bayes Optimal Strategies, Engineering, Machine Learning +19

Mixtral of Experts

Albert Q. Jiang, Alexandre Sablayrolles, Antoine Roux et al. · arXiv (Cornell University) · 2024 · 111 citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +17

Gradient-based Adversarial Attacks against Text Transformers

Chuan Guo, Alexandre Sablayrolles, Hervé Jeǵou et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 86 citations · Full text

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