Lionel Riou-Durand

1. On sampling from a log-concave density using kinetic Langevin diffusions
   2018/07/24 by Arnak S. Dalalyan, Lionel Riou-Durand, Dalalyan, Arnak S. +1 · 9 citations
   Mathematics · Medicine · #Advanced MRI Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Statistical Methods and Inference #Statistics Theory (math.ST)
2. Adaptive Tuning for Metropolis Adjusted Langevin Trajectories
   2022/10/21 by Lionel Riou-Durand, Riou-Durand, Lionel, Pavel Sountsov +7 · 4 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference
3. Metropolis Adjusted Langevin Trajectories: a robust alternative to Hamiltonian Monte Carlo
   2022/02/26 by Lionel Riou-Durand, Jure Vogrinc, Riou-Durand, Lionel +1 · 3 citations
   Mathematics · Computer Science · Chemistry · #Markov Chains and Monte Carlo Methods #Gaussian Processes and Bayesian Inference #Mass Spectrometry Techniques and Applications
4. Nested Rˆ: Assessing the Convergence of Markov Chain Monte Carlo When Running Many Short Chains
   2024/07/31 by Charles C. Margossian, Matthew D. Hoffman, Pavel Sountsov +3 · 1 voice · 3 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference