Sébastien Bubeck

Most-cited papers

Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan, J. Gehrke +10 more
2023arXiv.org4,536 citations
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Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Marah Abdin, Sam Adé Jacobs, A. Awan, J. Aneja +85 more
2024arXiv.org2,593 citations
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Phi-4 Technical Report
Marah Abdin, J. Aneja, Harkirat Singh Behl, Sébastien Bubeck +23 more
2024arXiv.org863 citations
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Textbooks Are All You Need
Suriya Gunasekar, Yi Zhang, J. Aneja, C. C. T. Mendes +15 more
2023arXiv.org685 citations
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Minimax Policies for Adversarial and Stochastic Bandits
Jean-Yves Audibert, Sébastien Bubeck
2009Annual Conference Computational Learning Theory498 citations
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Regret Bounds and Minimax Policies under Partial Monitoring
Jean-Yves Audibert, Sébastien Bubeck
2010Journal of machine learning research296 citations
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A Universal Law of Robustness via Isoperimetry
Sébastien Bubeck, Mark Sellke
2021Neural Information Processing Systems261 citations Open access
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Unveiling Transformers with LEGO: a synthetic reasoning task
Yi Zhang, A. Backurs, Sébastien Bubeck, Ronen Eldan +2 more
2022arXiv.org118 citations Open access
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Near-optimal method for highly smooth convex optimization
Sébastien Bubeck, Qijia Jiang, Yin Lee, Yuanzhi Li +1 more
2018Annual Conference Computational Learning Theory78 citations
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TinyGSM: achieving >80% on GSM8k with small language models
Bingbin Liu, Sébastien Bubeck, Ronen Eldan, Janardhan Kulkarni +4 more
2023arXiv.org74 citations
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Positional Description Matters for Transformers Arithmetic
Ruoqi Shen, Sébastien Bubeck, Ronen Eldan, Y. Lee +2 more
2023arXiv.org69 citations
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Complexity of Highly Parallel Non-Smooth Convex Optimization
Sébastien Bubeck, Qijia Jiang, Yin Lee, Yuanzhi Li +1 more
2019Neural Information Processing Systems68 citations
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A law of robustness for two-layers neural networks
Sébastien Bubeck, Yuanzhi Li, D. Nagaraj
2020Annual Conference Computational Learning Theory66 citations
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Detection of correlations
E. Arias-Castro, Sébastien Bubeck, G. Lugosi
201163 citations Open access
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Detecting Positive Correlations in a Multivariate Sample
E. Arias-Castro, Sébastien Bubeck, G. Lugosi
201241 citations Open access
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How to Fine-Tune Vision Models with SGD
Ananya Kumar, Ruoqi Shen, Sébastien Bubeck, Suriya Gunasekar
2022International Conference on Learning Representations40 citations Open access
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Network size and weights size for memorization with two-layers neural networks
Sébastien Bubeck, Ronen Eldan, Yin Lee, Dan Mikulincer
2020arXiv.org34 citations
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Adversarial Examples in Multi-Layer Random ReLU Networks
P. Bartlett, Sébastien Bubeck, Yeshwanth Cherapanamjeri
2021Neural Information Processing Systems33 citations
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A single gradient step finds adversarial examples on random two-layers neural networks
Sébastien Bubeck, Yeshwanth Cherapanamjeri, G. Gidel, Rémi Tachet Des Combes
2021Neural Information Processing Systems31 citations
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LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, S. Shah +5 more
2022Neural Information Processing Systems27 citations Open access
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Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions
Sébastien Bubeck, Thomas Budzinski, Mark Sellke
2020Annual Conference Computational Learning Theory19 citations
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LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models
Mojan Javaheripi, Gustavo de Rosa, Subhabrata Mukherjee, S. Shah +5 more
2022arXiv.org17 citations Open access
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AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation
Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim +5 more
2022Annual Meeting of the Association for Computational Linguistics17 citations Open access
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How to trap a gradient flow
Sébastien Bubeck, Dan Mikulincer
2020Annual Conference Computational Learning Theory17 citations Open access
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Data Augmentation as Feature Manipulation: a story of desert cows and grass cows
Ruoqi Shen, Sébastien Bubeck, Suriya Gunasekar
2022International Conference on Machine Learning16 citations Open access
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Detecting Markov random fields hidden in white noise
E. Arias-Castro, Sébastien Bubeck, G. Lugosi, N. Verzelen
2015Bernoulli13 citations Open access
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Small Language Models for Application Interactions: A Case Study
Beibin Li, Yi Zhang, Sébastien Bubeck, Jeevan Pathuri +1 more
2024arXiv.org11 citations
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Metrical Service Systems with Transformations
Sébastien Bubeck, Niv Buchbinder, Christian Coester, Mark Sellke
2020Information Technology Convergence and Services6 citations
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Learning threshold neurons via edge of stability
Kwangjun Ahn, Sébastien Bubeck, Sinho Chewi, Y. Lee +2 more
2023Neural Information Processing Systems5 citations
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FEAR: A Simple Lightweight Method to Rank Architectures
Debadeepta Dey, Shital C. Shah, Sébastien Bubeck
2021arXiv.org5 citations
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AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim +5 more
2022arXiv.org3 citations Open access
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On paths, stars and wyes in trees
Sébastien Bubeck, Katherine Edwards, Horia Mania, Cathryn Supko
20163 citations
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Asymptotic behavior of the Eden model with positively homogeneous edge weights
Sébastien Bubeck, Ewain Gwynne
20152 citations
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Rad-Phi4-Vision-CXR: A Compact Multimodal Assistant for Versatile Radiology Workﬂows
M. Ranjit, Anirban Porya, Shaury Srivastav, Niharika Vadlamudi +105 more
2 citations
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Evaluating Design Choices in Verifiable Generation with Open-source Models
Shuyang Cao, Lu Wang, Marah Abdin, Jy-oti Aneja +496 more
2025Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)0 citations Open access
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Behavioral Bias of Vision-Language Models: A Behavioral Finance View Anonymous
Marah Abdin, Ammar Sam Ade Jacobs, Ahmad Awan, J. Aneja +127 more
0 citations
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