Ronen Eldan

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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OpenAI GPT-5 System Card
Aaditya K. Singh, A. Fry, Adam Perelman, A. Tart +481 more
2025963 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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The Power of Depth for Feedforward Neural Networks
Ronen Eldan, Ohad Shamir
2015Annual Conference Computational Learning Theory813 citations
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Textbooks Are All You Need II: phi-1.5 technical report
Yuan-Fang Li, Sébastien Bubeck, Ronen Eldan, A. Giorno +2 more
2023arXiv.org703 citations Open access
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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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TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
Ronen Eldan, Yuan-Fang Li
2023arXiv.org570 citations
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Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack
M. Russinovich, Ahmed Salem, Ronen Eldan
2024USENIX Security Symposium483 citations
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Who's Harry Potter? Approximate Unlearning in LLMs
Ronen Eldan, M. Russinovich
2023arXiv.org460 citations
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Thin Shell Implies Spectral Gap Up to Polylog via a Stochastic Localization Scheme
Ronen Eldan
2012182 citations Open access
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Kernel-based methods for bandit convex optimization
Sébastien Bubeck, Yin-Tat Lee, Ronen Eldan
2016Symposium on the Theory of Computing175 citations Open access
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Sampling from a Log-Concave Distribution with Projected Langevin Monte Carlo
Sébastien Bubeck, Ronen Eldan, Joseph Lehec
2015Discrete & Computational Geometry166 citations Open access
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Testing for high‐dimensional geometry in random graphs
Sébastien Bubeck, Jian Ding, Ronen Eldan, Miklós Z. Rácz
2014Random Struct. Algorithms165 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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A spectral condition for spectral gap: fast mixing in high-temperature Ising models
Ronen Eldan, Frederic Koehler, O. Zeitouni
2020Probability theory and related fields110 citations Open access
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Gaussian-width gradient complexity, reverse log-Sobolev inequalities and nonlinear large deviations
Ronen Eldan
2016Geometric and Functional Analysis100 citations Open access
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A two-sided estimate for the Gaussian noise stability deficit
Ronen Eldan
201384 citations Open access
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Multi-scale exploration of convex functions and bandit convex optimization
Sébastien Bubeck, Ronen Eldan
2015Annual Conference Computational Learning Theory75 citations
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The entropic barrier: a simple and optimal universal self-concordant barrier
Sébastien Bubeck, Ronen Eldan
2014Annual Conference Computational Learning Theory75 citations
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Approximately gaussian marginals and the hyperplane conjecture
Ronen Eldan, B. Klartag
201075 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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Localization schemes: A framework for proving mixing bounds for Markov chains
Yuansi Chen, Ronen Eldan
2025Duke mathematical journal69 citations Open access
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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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Localization Schemes: A Framework for Proving Mixing Bounds for Markov Chains (extended abstract)
Yuan-Si Chen, Ronen Eldan
2022IEEE Annual Symposium on Foundations of Computer Science66 citations
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Efficient algorithms for discrepancy minimization in convex sets
Ronen Eldan, Mohit Singh
2014Random Struct. Algorithms53 citations Open access
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Early science acceleration experiments with GPT-5
Sébastien Bubeck, Christian Coester, Ronen Eldan, T. Gowers +10 more
2025arXiv.org52 citations
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Finite-Time Analysis of Projected Langevin Monte Carlo
Sébastien Bubeck, Ronen Eldan, Joseph Lehec
2015Neural Information Processing Systems52 citations
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The CLT in high dimensions: Quantitative bounds via martingale embedding
Ronen Eldan, Dan Mikulincer, A. Zhai
2018Annals of Probability50 citations Open access
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Taming correlations through entropy-efficient measure decompositions with applications to mean-field approximation
Ronen Eldan
2018Probability theory and related fields47 citations Open access
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Convex hulls in the hyperbolic space
I. Benjamini, Ronen Eldan
201147 citations Open access
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Stability of the logarithmic Sobolev inequality via the Föllmer process
Ronen Eldan, Joseph Lehec, Yair Shenfeld
2019Annales De L Institut Henri Poincare-probabilites Et Statistiques46 citations Open access
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Regularization under diffusion and anti-concentration of the information content
Ronen Eldan, James R. Lee
201444 citations Open access
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Pointwise Estimates for Marginals of Convex Bodies
Ronen Eldan, B. Klartag
200744 citations Open access
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Depth Separations in Neural Networks: What is Actually Being Separated?
Itay Safran, Ronen Eldan, Ohad Shamir
2019Constructive approximation43 citations Open access
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Volumetric properties of the convex hull of an n-dimensional Brownian motion
Ronen Eldan
201243 citations Open access
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Concentration on the Boolean hypercube via pathwise stochastic analysis
Ronen Eldan, Renan Gross
2019Inventiones Mathematicae40 citations Open access
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Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff
O. Dekel, Ronen Eldan, Tomer Koren
2015Neural Information Processing Systems36 citations
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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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Decomposition of mean-field Gibbs distributions into product measures
Ronen Eldan, Renan Gross
201734 citations Open access
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Dimensionality and the stability of the Brunn-Minkowski inequality
Ronen Eldan, B. Klartag
201133 citations
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From trees to seeds: on the inference of the seed from large trees in the uniform attachment model
Sébastien Bubeck, Ronen Eldan, Elchanan Mossel, Miklós Z. Rácz
2014arXiv.org30 citations Open access
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Network size and size of the weights in memorization with two-layers neural networks
Sébastien Bubeck, Ronen Eldan, Yin Lee, Dan Mikulincer
2020Neural Information Processing Systems29 citations
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Bounding the Norm of a Log-Concave Vector Via Thin-Shell Estimates
Ronen Eldan, Joseph Lehec
201329 citations Open access
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On multiple peaks and moderate deviations for supremum of Gaussian field
Jian Ding, Ronen Eldan, A. Zhai
201329 citations Open access
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Non-asymptotic approximations of neural networks by Gaussian processes
Ronen Eldan, Dan Mikulincer, T. Schramm
2021Annual Conference Computational Learning Theory28 citations
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Transport-Entropy Inequalities and Curvature in Discrete-Space Markov Chains
Ronen Eldan, James R. Lee, Joseph Lehec
201625 citations Open access
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Braess's paradox for the spectral gap in random graphs and delocalization of eigenvectors
Ronen Eldan, Miklós Z. Rácz, T. Schramm
2015Random Struct. Algorithms24 citations Open access
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Exponential random graphs behave like mixtures of stochastic block models
Ronen Eldan, Renan Gross
2017The Annals of Applied Probability23 citations Open access
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The Entropic Barrier: Exponential Families, Log-Concave Geometry, and Self-Concordance
Sébastien Bubeck, Ronen Eldan
2018Mathematics of Operations Research22 citations
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