On sampling from a log-concave density using kinetic Langevin diffusions. - Arnak S. Dalalyan; Lionel Riou-Durand (CoRR, 2018)

Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets. - Arnak S. Dalalyan; Avetik G. Karagulyan; Lionel Riou-Durand (J. Mach. Learn. Res., 2022)

Adaptive Tuning for Metropolis Adjusted Langevin Trajectories. - Lionel Riou-Durand; Pavel Sountsov; Jure Vogrinc; Charles Margossian; Sam Power (AISTATS, 2023)