Statistical data analysis in the Wasserstein space

19 July 2019

Papers citing "Statistical data analysis in the Wasserstein space"

13 / 13 papers shown

Title
All You Need is Resistance: On the Equivalence of Effective Resistance and Certain Optimal Transport Problems on Graphs Sawyer Robertson Zhengchao Wan Alexander Cloninger OT 47 2 0 28 Jan 2025
Wasserstein Spatial Depth F. Bachoc Alberto González Sanz Jean-Michel Loubes Yisha Yao 48 1 0 16 Nov 2024
Distributional Matrix Completion via Nearest Neighbors in the Wasserstein Space Jacob Feitelberg Kyuseong Choi Anish Agarwal Raaz Dwivedi OffRL 21 0 0 17 Oct 2024
Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia Erell Gachon Jérémie Bigot Elsa Cazelles A. Mimoun Jean-Philippe Vial Pierre-Yves Dumas Aguirre Mimoun 29 0 0 24 Jul 2024
Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling Xingyan Chen Tian Du Mu Wang Tiancheng Gu Yu Zhao Gang Kou Changqiao Xu Dapeng Oliver Wu 34 2 0 04 Mar 2024
Doubly Regularized Entropic Wasserstein Barycenters Lénaïc Chizat 18 11 0 21 Mar 2023
On the potential benefits of entropic regularization for smoothing Wasserstein estimators Jérémie Bigot Paul Freulon B. Hejblum Arthur Leclaire OT 32 2 0 13 Oct 2022
Embedding Functional Data: Multidimensional Scaling and Manifold Learning E. Arias-Castro Wanli Qiao 32 0 0 30 Aug 2022
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence Ziv Goldfeld Kengo Kato Gabriel Rioux Ritwik Sadhu 42 27 0 18 Jul 2022
Wasserstein multivariate auto-regressive models for modeling distributional time series Yiye Jiang Jérémie Bigot 17 5 0 12 Jul 2022
A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport Bernard Bercu Jérémie Bigot S. Gadat Emilia Siviero 26 6 0 12 Jul 2021
Understanding and Mitigating Accuracy Disparity in Regression Jianfeng Chi Yuan Tian Geoffrey J. Gordon Han Zhao 21 25 0 24 Feb 2021
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs Raif M. Rustamov S. Majumdar 16 12 0 28 Oct 2020