30 citations · 36 across the 12 of their papers we have counts for
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math.PR2019★ 5 cited
Statistical Estimation of the Poincar{é} constant and Application to Sampling Multimodal Distributions
Loucas Pillaud-Vivien, Francis Bach, Tony Lelièvre +2
Poincar{é} inequalities are ubiquitous in probability and analysis and have various applications in statistics (concentration of measure, rate of convergence of Markov chains). The…
physics.data-an2019★ 30 cited
Local and Global Perspectives on Diffusion Maps in the Analysis of Molecular Systems
Zofia Trstanova, Ben Leimkuhler, Tony Lelièvre
Diffusion maps approximate the generator of Langevin dynamics from simulation data. They afford a means of identifying the slowly-evolving principal modes of high-dimensional molec…