Grenioux, Louis

1. On Sampling with Approximate Transport Maps
   2023/02/09 by Louis Grenioux, Alain Durmus, Grenioux, Louis +5 · 4 citations
   Mathematics · Computer Science · Medicine · #Markov Chains and Monte Carlo Methods #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications
2. Stochastic Localization via Iterative Posterior Sampling
   2024/02/16 by Louis Grenioux, Grenioux, Louis, Maxence Noble +5 · 4 citations
   Computer Science · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Target Tracking and Data Fusion in Sensor Networks
3. Learned Reference-based Diffusion Sampling for multi-modal distributions
   2024/10/25 by Maxence Noble, Noble, Maxence, Louis Grenioux +5 · 2 citations
   Computer Science · #Speech and Audio Processing #Bayesian Methods and Mixture Models #Speech Recognition and Synthesis
4. Improving the evaluation of samplers on multi-modal targets
   2025/04/11 by Louis Grenioux, Grenioux, Louis, Maxence Noble +3 · 2 citations
   Engineering · #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Boltzmann generators for amorphous particle systems
   2025/12/18 by Louis Grenioux, Leonardo Galliano, Grenioux, Louis +7 · 1 citation
   #stat.ML #cond-mat.stat-mech #cs.LG #physics.comp-ph