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Eldan, Ronen

  1. Sparks of Artificial General Intelligence: Early experiments with GPT-4
    2023/03/22 by Sébastien Bubeck, Bubeck, Sébastien, Varun Chandrasekaran +26 · 21 voices · 286 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
  2. TinyStories: How Small Can Language Models Be and Still Speak Coherent English?
    2023/05/12 by Ronen Eldan, Eldan, Ronen, Yuanzhi Li +1 · 19 voices · 77 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  3. Textbooks Are All You Need
    2023/06/20 by Suriya Gunasekar, Gunasekar, Suriya, Yi Zhang +35 · 11 voices · 56 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  4. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
    2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 315 citations
    Computer Science · #Computational Physics and Python Applications
  5. Phi-4 Technical Report
    2024/12/12 by Marah Abdin, Jyoti Aneja, Abdin, Marah +51 · 4 voices · 183 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  6. Textbooks Are All You Need II: phi-1.5 technical report
    2023/09/11 by Yuanzhi Li, Sébastien Bubeck, Li, Yuanzhi +9 · 3 voices · 50 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  7. Who's Harry Potter? Approximate Unlearning in LLMs
    2023/10/03 by Ronen Eldan, Mark Russinovich, Eldan, Ronen +1 · 4 voices · 62 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Generative Adversarial Networks and Image Synthesis #Topic Modeling #cs.AI #cs.CL
  8. Positional Description Matters for Transformers Arithmetic
    2023/11/22 by Ruoqi Shen, Sébastien Bubeck, Shen, Ruoqi +9 · 1 voice · 10 citations
    Computer Science · #Numerical Methods and Algorithms #Topic Modeling #Mathematics, Computing, and Information Processing
  9. Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack
    2024/04/02 by Mark Russinovich, Russinovich, Mark, Ahmed Salem +3 · 2 voices · 78 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.AI #cs.CR
  10. Early science acceleration experiments with GPT-5
    2025/11/20 by Sébastien Bubeck, Christian Coester, Bubeck, Sébastien +25 · 10 voices · 7 citations
    #cs.CL #cs.AI
  11. The Power of Depth for Feedforward Neural Networks
    2015/12/12 by Ronen Eldan, Ohad Shamir, Eldan, Ronen +1 · 24 citations
    Computer Science · #Machine Learning and Algorithms #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  12. Sampling from a log-concave distribution with Projected Langevin Monte\n Carlo
    2015/07/09 by Sébastien Bubeck, Ronen Eldan, Bubeck, Sébastien +3 · 10 citations
    Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Bayesian Methods and Mixture Models #Statistical Methods and Inference
  13. Testing for high-dimensional geometry in random graphs
    2014/11/20 by Bubeck, Sébastien, Ding, Jian, Eldan, Ronen +1 · 8 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
  14. A Spectral Condition for Spectral Gap: Fast Mixing in High-Temperature Ising Models
    2020/07/16 by Eldan, Ronen, Koehler, Frederic, Zeitouni, Ofer · 8 citations
    #FOS: Mathematics #FOS: Physical sciences #Functional Analysis (math.FA) #Mathematical Physics (math-ph) #Probability (math.PR)
  15. Gaussian-width gradient complexity, reverse log-Sobolev inequalities and nonlinear large deviations
    2016/12/13 by Eldan, Ronen · 4 citations
    #FOS: Mathematics #Functional Analysis (math.FA) #Probability (math.PR)
  16. Pointwise Estimates for Marginals of Convex Bodies
    2007/08/18 by Eldan, Ronen, Klartag, Bo'az · 3 citations
    #FOS: Mathematics #Functional Analysis (math.FA) #Metric Geometry (math.MG)
  17. Approximately gaussian marginals and the hyperplane conjecture
    2010/01/06 by Ronen Eldan, Bo’az Klartag, Eldan, Ronen +1 · 3 citations
    Mathematics · #Point processes and geometric inequalities #Analytic and geometric function theory #Numerical methods in inverse problems
  18. Taming correlations through entropy-efficient measure decompositions with applications to mean-field approximation
    2018/11/28 by Eldan, Ronen · 4 citations
    #FOS: Mathematics #FOS: Physical sciences #Functional Analysis (math.FA) #Mathematical Physics (math-ph) #Probability (math.PR)
  19. Efficient Algorithms for Discrepancy Minimization in Convex Sets
    2014/09/09 by Eldan, Ronen, Singh, Mohit · 3 citations
    #Computational Geometry (cs.CG) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR)
  20. The CLT in high dimensions: quantitative bounds via martingale embedding
    2018/06/24 by Eldan, Ronen, Mikulincer, Dan, Zhai, Alex · 3 citations
    #FOS: Mathematics #Probability (math.PR) #Statistics Theory (math.ST)
  21. TinyGSM: achieving >80% on GSM8k with small language models
    2023/12/14 by Bingbin Liu, Sébastien Bubeck, Liu, Bingbin +13 · 6 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text Readability and Simplification
  22. Unveiling Transformers with LEGO: a synthetic reasoning task
    2022/06/09 by Yi Zhang, Artūrs Bačkurs, Zhang, Yi +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  23. The entropic barrier: a simple and optimal universal self-concordant barrier
    2014/12/04 by Bubeck, Sébastien, Eldan, Ronen · 2 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  24. Log concavity and concentration of Lipschitz functions on the Boolean hypercube
    2020/07/26 by Eldan, Ronen, Shamir, Omer · 2 citations
    #Combinatorics (math.CO) #FOS: Mathematics #Functional Analysis (math.FA) #Probability (math.PR)
  25. Multi-scale exploration of convex functions and bandit convex optimization
    2015/07/23 by Sébastien Bubeck, Bubeck, Sébastien, Ronen Eldan +1 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metric Geometry (math.MG) #Optimization and Control (math.OC) #Optimization and Search Problems #Probability (math.PR) #Reinforcement Learning in Robotics
  26. Localization Schemes: A Framework for Proving Mixing Bounds for Markov Chains
    2022/03/08 by Chen, Yuansi, Eldan, Ronen · 2 citations
    #Computation (stat.CO) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR)
  27. Information and dimensionality of anisotropic random geometric graphs
    2016/09/08 by Ronen Eldan, Dan Mikulincer, Eldan, Ronen +1 · 1 citation
    Computer Science · Environmental Science · #Data Management and Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR) #Social and Information Networks (cs.SI) #Soil Geostatistics and Mapping #Statistics Theory (math.ST)
  28. Exponential random graphs behave like mixtures of stochastic block models
    2017/07/05 by Eldan, Ronen, Gross, Renan · 1 citation
    #Combinatorics (math.CO) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
  29. Decomposition of mean-field Gibbs distributions into product measures
    2017/08/19 by Eldan, Ronen, Gross, Renan · 1 citation
    #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR) #Statistics Theory (math.ST)
  30. Stability of the logarithmic Sobolev inequality via the Föllmer Process
    2019/03/11 by Eldan, Ronen, Lehec, Joseph, Shenfeld, Yair · 1 citation
    #FOS: Mathematics #Functional Analysis (math.FA) #Probability (math.PR)
  31. Concentration on the Boolean hypercube via pathwise stochastic analysis
    2019/09/26 by Eldan, Ronen, Gross, Renan, Ronen Eldan +1 · 1 citation
    Decision Sciences · Mathematics · Physics and Astronomy · #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Mathematical Approximation and Integration #Probabilistic and Robust Engineering Design #Probability (math.PR) #Statistical Mechanics and Entropy #Statistical Methods and Inference
  32. Second-order bounds on correlations between increasing families
    2019/12/25 by Ronen Eldan, Eldan, Ronen · 1 citation
    Mathematics · #Limits and Structures in Graph Theory #Mathematical Inequalities and Applications #Graph theory and applications
  33. Non-asymptotic approximations of neural networks by Gaussian processes
    2021/02/17 by Eldan, Ronen, Mikulincer, Dan, Schramm, Tselil · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
  34. Noise stability on the Boolean hypercube via a renormalized Brownian motion
    2022/08/12 by Eldan, Ronen, Mikulincer, Dan, Raghavendra, Prasad · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Information Theory (cs.IT) #Probability (math.PR)
  35. Fast relaxation of the random field Ising dynamics
    2023/11/10 by Alaoui, Ahmed El, Eldan, Ronen, Gheissari, Reza +1 · 1 citation
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Probability (math.PR)