Sébastien Bubeck
- Sparks of Artificial General Intelligence: Early experiments with GPT-4
2023/03/22 by Sébastien Bubeck, Bubeck, Sébastien, Varun Chandrasekaran +26 · 21 voices · 293 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
- 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
- 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 · 316 citations
Computer Science · #Computational Physics and Python Applications
- Phi-4 Technical Report
2024/12/12 by Marah Abdin, Abdin, Marah, Jyoti Aneja +51 · 4 voices · 186 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Textbooks Are All You Need II: phi-1.5 technical report
2023/09/11 by Yuanzhi Li, Li, Yuanzhi, Sébastien Bubeck +9 · 3 voices · 50 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
- 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
- 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
- lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits
2013/12/27 by Kevin Jamieson, Matthew Malloy, Jamieson, Kevin +5 · 12 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Optimal algorithms for smooth and strongly convex distributed optimization in networks
2017/02/28 by Francis Bach, Scaman, Kevin, Bach, Francis +6 · 14 citations
Computer Science · Engineering · #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers
2019/06/09 by Hadi Salman, Salman, Hadi, Greg Yang +11 · 15 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research
- Bandits with heavy tail
2012/09/08 by Sébastien Bubeck, Nicolò Cesa‐Bianchi, Bubeck, Sébastien +3 · 9 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
- Pure exploration in finitely-armed and continuous-armed bandits
2010/12/29 by Sébastien Bubeck, Rémi Munos, Gilles Stoltz · 10 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics #Auction Theory and Applications
- 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
- Entanglement is Necessary for Optimal Quantum Property Testing
2020/04/16 by Sébastien Bubeck, Sitan Chen, Bubeck, Sebastien +3 · 10 citations
Computer Science · #Computability, Logic, AI Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Multiple Identifications in Multi-Armed Bandits
2012/05/14 by Sébastien Bubeck, Bubeck, Sébastien, Tengyao Wang +3 · 3 citations
Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Complexity of Highly Parallel Non-Smooth Convex Optimization
2019/06/25 by Sébastien Bubeck, Bubeck, Sébastien, Qijia Jiang +7 · 4 citations
Computer Science · Engineering · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- TinyGSM: achieving >80% on GSM8k with small language models
2023/12/14 by Bingbin Liu, Liu, Bingbin, Sébastien Bubeck +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
- Unveiling Transformers with LEGO: a synthetic reasoning task
2022/06/09 by Yi Zhang, Zhang, Yi, Artūrs Bačkurs +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
- Near-optimal method for highly smooth convex optimization
2018/12/19 by Sébastien Bubeck, Qijia Jiang, Bubeck, Sébastien +7 · 3 citations
Computer Science · Engineering · #Complexity and Algorithms in Graphs #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Learning threshold neurons via the "edge of stability"
2022/12/14 by Kwangjun Ahn, Ahn, Kwangjun, Sébastien Bubeck +9 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- The Randomized k-Server Conjecture is False!
2022/11/10 by Sébastien Bubeck, Christian Coester, Bubeck, Sébastien +3 · 3 citations
Computer Science · Engineering · #Cryptography and Data Security #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Metric Geometry (math.MG) #Optimization and Search Problems #graph theory and CDMA systems
- 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
- On the complexity of finding stationary points of smooth functions in one dimension
2022/09/15 by Sinho Chewi, Chewi, Sinho, Sébastien Bubeck +3 · 2 citations
Computer Science · #Complexity and Algorithms in Graphs #FOS: Mathematics #Machine Learning and Algorithms #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- Improved Path-length Regret Bounds for Bandits
2019/01/29 by Sébastien Bubeck, Yuanzhi Li, Bubeck, Sébastien +5 · 2 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Multi-scale Online Learning and its Applications to Online Auctions
2017/05/26 by Sébastien Bubeck, Bubeck, Sébastien, Nikhil R. Devanur +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems
- LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
2022/03/04 by Mojan Javaheripi, Gustavo Henrique de Rosa, Javaheripi, Mojan +15 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Speech Recognition and Synthesis #Topic Modeling
- Shortest Paths without a Map, but with an Entropic Regularizer
2022/02/09 by Sébastien Bubeck, Christian Coester, Bubeck, Sébastien +3 · 1 citation
Computer Science · #68Q25 #68W20 #68W27 #68W40 #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems