Nicolas Boullé

1. Large Language Models as Markov Chains
   2024/10/03 by Oussama Zekri, Oussama Zékri, Ambroise Odonnat +10 · 21 voices · 15 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
2. Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods
   2025/02/03 by Oussama Zekri, Oussama Zékri, Nicolas Boullé +2 · 1 voice · 14 citations
   Economics, Econometrics and Finance · #Climate Change Policy and Economics #cs.AI #cs.CL #cs.LG #stat.ML
3. Multivariate rational approximation of functions with curves of singularities
   2023/12/20 by Nicolas Boullé, Boullé, Nicolas, Astrid Herremans +3 · 3 citations
   Computer Science · Engineering · Physics and Astronomy · #32S70 #41A20 #65E05 #Advanced Numerical Analysis Techniques #Digital Filter Design and Implementation #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
4. On the Convergence of Hermitian Dynamic Mode Decomposition
   2024/01/06 by Nicolas Boullé, Matthew J. Colbrook, Boullé, Nicolas +1 · 1 citation
   Engineering · #Dynamical Systems (math.DS) #Dynamics and Control of Mechanical Systems #FOS: Computer and information sciences #FOS: Mathematics #Fluid Dynamics Simulations and Interactions #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Spectral Theory (math.SP) #Vehicle Dynamics and Control Systems
5. Operator learning without the adjoint
   2024/01/31 by Nicolas Boullé, Boullé, Nicolas, Diana Halikias +5 · 1 citation
   Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA) #Numerical methods in inverse problems
6. A zero-one law for one-shot system identification
   2026/07/17 by Nicolas Boullé, Diana Halikias, Samuel E. Otto +1
   #math.NA #cs.LG #cs.NA #math.DS