SB
Sébastien Bubeck
cs.LGstat.MLcs.DSmath.OCcs.AImath.STstat.THcs.CLmath.PRmath.MG
On Valency
published · living versionsW_a5d2wkht·v1 · currentpublished
W_akyz4vha·v1published
W_snudtqx3·v1published
W_qrshuaqb·v1published
Preprints & journals
90 papers in the corpus · 2008–2025Early science acceleration experiments with GPT-52511.16072v1 · S'ebastien Bubeck, Christian Coester, Ronen Eldan et al.2025 · 3 citationsarXivon Valency
Phi-4 Technical Report2412.08905v1 · Marah Abdin, Jyoti Aneja, Harkirat Behl et al.2024 · 31 citationsarXiv
Small Language Models for Application Interactions: A Case Study2405.20347v1 · Beibin Li, Yi Zhang, S'ebastien Bubeck et al.2024 · 3 citationsarXiv
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone2404.14219v4 · Marah Abdin, Jyoti Aneja, Hany Awadalla et al.2024 · 165 citationsarXiv
TinyGSM: achieving >80% on GSM8k with small language models2312.09241v1 · Bingbin Liu, Sebastien Bubeck, Ronen Eldan et al.2023 · 0 citationsarXiv
Positional Description Matters for Transformers Arithmetic2311.14737v1 · Ruoqi Shen, S'ebastien Bubeck, Ronen Eldan et al.2023 · 3 citationsarXiv
Textbooks Are All You Need II: phi-1.5 technical report2309.05463v1 · Yuanzhi Li, S'ebastien Bubeck, Ronen Eldan et al.2023 · 49 citationsarXiv
Textbooks Are All You Need2306.11644v2 · Suriya Gunasekar, Yi Zhang, Jyoti Aneja et al.2023 · 138 citationsarXiv
Benefits, Limits, and Risks of GPT-4 as an AI Chatbot for Medicine.36988602 · Lee, Peter, Bubeck, Sebastien, Petro, Joseph2023 · 1,716 citationsThe New England journal of medicine. 2023;388(13):1233-1239
Sparks of Artificial General Intelligence: Early experiments with GPT-42303.12712v5 · S'ebastien Bubeck, Varun Chandrasekaran, Ronen Eldan et al.2023 · 1,523 citationsarXiv
Learning threshold neurons via the "edge of stability"2212.07469v2 · Kwangjun Ahn, S'ebastien Bubeck, Sinho Chewi et al.2022 · 0 citationsarXiv
How to Fine-Tune Vision Models with SGD2211.09359v2 · Ananya Kumar, Ruoqi Shen, Sebastien Bubeck et al.2022 · 8 citationsarXiv
The Randomized -Server Conjecture is False!2211.05753v2 · S'ebastien Bubeck, Christian Coester, Yuval Rabani2022 · 3 citationsarXiv
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation2210.07535v2 · Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu et al.2022 · 5 citationsarXiv
On the complexity of finding stationary points of smooth functions in one dimension2209.07513v2 · Sinho Chewi, S'ebastien Bubeck, Adil Salim2022 · 0 citationsarXiv
Unveiling Transformers with LEGO: a synthetic reasoning task2206.04301v3 · Yi Zhang, Arturs Backurs, S'ebastien Bubeck et al.2022 · 4 citationsarXiv
Data Augmentation as Feature Manipulation2203.01572v2 · Ruoqi Shen, S'ebastien Bubeck, Suriya Gunasekar2022 · 15 citationsarXiv
Shortest Paths without a Map, but with an Entropic Regularizer2202.04551v2 · S'ebastien Bubeck, Christian Coester, Yuval Rabani2022 · 3 citationsarXiv
Adversarial Examples in Multi-Layer Random ReLU Networks2106.12611v1 · Peter L. Bartlett, S'ebastien Bubeck, Yeshwanth Cherapanamjeri2021 · 6 citationsarXiv
FEAR: A Simple Lightweight Method to Rank Architectures2106.04010v1 · Debadeepta Dey, Shital Shah, Sebastien Bubeck2021 · 3 citationsarXiv
A Universal Law of Robustness via Isoperimetry2105.12806v4 · S'ebastien Bubeck, Mark Sellke2021 · 95 citationsarXiv
A single gradient step finds adversarial examples on random two-layers neural networks2104.03863v2 · S'ebastien Bubeck, Yeshwanth Cherapanamjeri, Gauthier Gidel et al.2021 · 6 citationsarXiv
Cooperative and Stochastic Multi-Player Multi-Armed Bandit: Optimal Regret With Neither Communication Nor Collisions2011.03896v1 · S'ebastien Bubeck, Thomas Budzinski, Mark Sellke2020 · 10 citationsarXiv
A law of robustness for two-layers neural networks2009.14444v2 · S'ebastien Bubeck, Yuanzhi Li, Dheeraj Nagaraj2020 · 21 citationsarXiv
Metrical Service Systems with Transformations2009.08266v1 · S'ebastien Bubeck, Niv Buchbinder, Christian Coester et al.2020 · 1 citationarXiv
Network size and weights size for memorization with two-layers neural networks2006.02855v2 · S'ebastien Bubeck, Ronen Eldan, Yin Tat Lee et al.2020 · 16 citationsarXiv
Entanglement is Necessary for Optimal Quantum Property Testing2004.07869v1 · Sebastien Bubeck, Sitan Chen, Jerry Li2020 · 37 citationsarXiv
Online Multiserver Convex Chasing and Optimization2004.07346v1 · S'ebastien Bubeck, Yuval Rabani, Mark Sellke2020 · 3 citationsarXiv
Online Learning for Active Cache Synchronization2002.12014v2 · Andrey Kolobov, S'ebastien Bubeck, Julian Zimmert2020 · 2 citationsarXiv
Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization2002.10726v1 · Hadrien Hendrikx, Lin Xiao, Sebastien Bubeck et al.2020 · 26 citationsarXiv
Coordination without communication: optimal regret in two players multi-armed bandits2002.07596v2 · S'ebastien Bubeck, Thomas Budzinski2020 · 13 citationsCOLT 2020
How to trap a gradient flow2001.02968v3 · S'ebastien Bubeck, Dan Mikulincer2020 · 1 citationarXiv
Complexity of Highly Parallel Non-Smooth Convex Optimization1906.10655v2 · S'ebastien Bubeck, Qijia Jiang, Yin Tat Lee et al.2019 · 24 citationsarXiv
Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers1906.04584v5 · Hadi Salman, Greg Yang, Jerry Li et al.2019 · 273 citationsarXiv
Non-Stochastic Multi-Player Multi-Armed Bandits: Optimal Rate With Collision Information, Sublinear Without1904.12233v2 · S'ebastien Bubeck, Yuanzhi Li, Yuval Peres et al.2019 · 21 citationsarXiv
Parametrized Metrical Task Systems1904.03874v1 · S'ebastien Bubeck, Yuval Rabani2019 · 2 citationsarXiv
First-Order Bayesian Regret Analysis of Thompson Sampling1902.00681v3 · S'ebastien Bubeck, Mark Sellke2019 · 9 citationsarXiv
Improved Path-length Regret Bounds for Bandits1901.10604v2 · S'ebastien Bubeck, Yuanzhi Li, Haipeng Luo et al.2019 · 24 citationsarXiv
Near-optimal method for highly smooth convex optimization1812.08026v2 · S'ebastien Bubeck, Qijia Jiang, Yin Tat Lee et al.2018 · 28 citationsarXiv
Adversarial Examples from Cryptographic Pseudo-Random Generators1811.06418v1 · S'ebastien Bubeck, Yin Tat Lee, Eric Price et al.2018 · 15 citationsarXiv
Competitively Chasing Convex Bodies1811.00887v1 · S'ebastien Bubeck, Yin Tat Lee, Yuanzhi Li et al.2018 · 0 citationsarXiv
Chasing Nested Convex Bodies Nearly Optimally1811.00999v4 · S'ebastien Bubeck, Bo'az Klartag, Yin Tat Lee et al.2018 · 40 citationsarXiv
Metrical task systems on trees via mirror descent and unfair gluing1807.04404v3 · S'ebastien Bubeck, Michael B. Cohen, James R. Lee et al.2018 · 11 citationsarXiv
Is Q-learning Provably Efficient?1807.03765v1 · Chi Jin, Zeyuan Allen-Zhu, Sebastien Bubeck et al.2018 · 383 citationsarXiv
A Nearly-Linear Bound for Chasing Nested Convex Bodies1806.08865v2 · C.J. Argue, S'ebastien Bubeck, Michael B. Cohen et al.2018 · 13 citationsarXiv
Optimal Algorithms for Non-Smooth Distributed Optimization in Networks1806.00291v1 · Kevin Scaman, Francis Bach, S'ebastien Bubeck et al.2018 · 115 citationsarXiv
Adversarial examples from computational constraints1805.10204v1 · S'ebastien Bubeck, Eric Price, Ilya Razenshteyn2018 · 128 citationsarXiv
Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits1802.03386v1 · Zeyuan Allen-Zhu, S'ebastien Bubeck, Yuanzhi Li2018 · 12 citationsarXiv
Sparsity, variance and curvature in multi-armed bandits1711.01037v1 · S'ebastien Bubeck, Michael B. Cohen, Yuanzhi Li2017 · 68 citationsarXiv
k-server via multiscale entropic regularization1711.01085v1 · Sebastien Bubeck, Michael B. Cohen, James R. Lee et al.2017 · 61 citationsarXiv
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