Levrard, Clément
- Non-Asymptotic Rates for Manifold, Tangent Space, and Curvature\n Estimation
2017/05/02 by Eddie Aamari, Clément Levrard, Aamari, Eddie +1 · 8 citations
Computer Science · Mathematics · #Digital Image Processing Techniques #FOS: Mathematics #Morphological variations and asymmetry #Statistics Theory (math.ST) #Topological and Geometric Data Analysis
- Robust Bregman Clustering
2018/12/11 by Fischer, Aurélie, Levrard, Clément, Brécheteau, Claire · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Fast rates for empirical vector quantization
2012/01/29 by Levrard, Clément · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- Sparse Oracle Inequalities for Variable Selection via Regularized Quantization
2014/06/12 by Levrard, Clément · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- Wasserstein GANs are Minimax Optimal Distribution Estimators
2023/11/30 by Stéphanovitch, Arthur, Aamari, Eddie, Levrard, Clément · 2 citations
#FOS: Mathematics #Statistics Theory (math.ST)
- Minimax Boundary Estimation and Estimation with Boundary
2021/08/06 by Eddie Aamari, Aamari, Eddie, Catherine Aaron +3 · 1 citation
Economics, Econometrics and Finance · Mathematics · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Numerical methods in inverse problems #Statistics Theory (math.ST) #Stochastic processes and financial applications
- Optimal Reach Estimation and Metric Learning
2022/07/13 by Eddie Aamari, Aamari, Eddie, Clément Berenfeld +3 · 1 citation
Computer Science · Mathematics · #62C20 #62G05 #68U05 #FOS: Mathematics #Metric Geometry (math.MG) #Morphological variations and asymmetry #Statistics Theory (math.ST) #Topological and Geometric Data Analysis