13 citations · 18 across the 2 of their papers we have counts for
2 papers
math.ST2021★ 13 cited
A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation
Adrien Vacher, Boris Muzellec, Alessandro Rudi +2
It is well-known that plug-in statistical estimation of optimal transport suffers from the curse of dimensionality. Despite recent efforts to improve the rate of estimation with th…
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…