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Multivariate Ranks and Quantiles using Optimal Transport: Consistency, Rates, and Nonparametric Testing
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Multivariate Ranks and Quantiles using Optimal Transport: Consistency, Rates, and Nonparametric Testing

Promit Ghosal
B. Sen
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Papers citing "Multivariate Ranks and Quantiles using Optimal Transport: Consistency, Rates, and Nonparametric Testing"

35 / 35 papers shown
Title
Stability of Mean-Field Variational Inference
Stability of Mean-Field Variational Inference
Shunan Sheng
Bohan Wu
Alberto González-Sanz
Marcel Nutz
25
0
0
09 Jun 2025
On the robustness of semi-discrete optimal transport
On the robustness of semi-discrete optimal transport
Davy Paindaveine
Riccardo Passeggeri
OT
56
0
0
25 Oct 2024
Plug-in estimation of Schrödinger bridges
Plug-in estimation of Schrödinger bridges
Aram-Alexandre Pooladian
Jonathan Niles-Weed
DiffMOT
82
2
0
21 Aug 2024
Regularized estimation of Monge-Kantorovich quantiles for spherical data
Regularized estimation of Monge-Kantorovich quantiles for spherical data
Bernard Bercu
Jérémie Bigot
Gauthier Thurin
OT
90
1
0
02 Jul 2024
Neural Estimation Of Entropic Optimal Transport
Neural Estimation Of Entropic Optimal Transport
Tao Wang
Ziv Goldfeld
OT
68
2
0
10 May 2024
Comparing Multivariate Distributions: A Novel Approach Using Optimal Transport-based Plots
Comparing Multivariate Distributions: A Novel Approach Using Optimal Transport-based Plots
Sibsankar Singha
Marie Kratz
S. Vadlamani
49
0
0
30 Apr 2024
A Copula Graphical Model for Multi-Attribute Data using Optimal Transport
A Copula Graphical Model for Multi-Attribute Data using Optimal Transport
Q. Zhang
Bing Li
Lingzhou Xue
56
0
0
10 Apr 2024
Local Identification in Instrumental Variable Multivariate Quantile Regression Models
Local Identification in Instrumental Variable Multivariate Quantile Regression Models
Haruki Kono
54
0
0
21 Jan 2024
On the use of the M-quantiles for outlier detection in multivariate data
On the use of the M-quantiles for outlier detection in multivariate data
SAJAL CHAKROBORTY
Ram Iyer
A. A. Trindade
20
2
0
03 Jan 2024
A New Perspective On Denoising Based On Optimal Transport
A New Perspective On Denoising Based On Optimal Transport
Nicolas García Trillos
Bodhisattva Sen
OODOT
68
0
0
13 Dec 2023
Conditional Optimal Transport on Function Spaces
Conditional Optimal Transport on Function Spaces
Bamdad Hosseini
Alexander W. Hsu
Amirhossein Taghvaei
OT
122
16
0
09 Nov 2023
Nearly Minimax Optimal Wasserstein Conditional Independence Testing
Nearly Minimax Optimal Wasserstein Conditional Independence Testing
Matey Neykov
Larry A. Wasserman
Ilmun Kim
Sivaraman Balakrishnan
58
2
0
16 Aug 2023
Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements
Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements
Bernard Bercu
Jérémie Bigot
Gauthier Thurin
70
0
0
04 Jul 2023
BOtied: Multi-objective Bayesian optimization with tied multivariate ranks
BOtied: Multi-objective Bayesian optimization with tied multivariate ranks
Ji Won Park
Natavsa Tagasovska
Michael R. Maser
Stephen Ra
Kyunghyun Cho
166
9
0
01 Jun 2023
Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty Quantification
Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty Quantification
Yifei Liu
Rex Shen
Xiaotong Shen
DiffM
68
1
0
30 May 2023
Optimal transport and Wasserstein distances for causal models
Optimal transport and Wasserstein distances for causal models
Patrick Cheridito
Stephan Eckstein
OT
98
8
0
24 Mar 2023
Stability and statistical inference for semidiscrete optimal transport maps
Stability and statistical inference for semidiscrete optimal transport maps
Ritwik Sadhu
Ziv Goldfeld
Kengo Kato
OT
70
3
0
17 Mar 2023
Stochastic optimal transport in Banach Spaces for regularized estimation of multivariate quantiles
Stochastic optimal transport in Banach Spaces for regularized estimation of multivariate quantiles
Bernard Bercu
Jérémie Bigot
Gauthier Thurin
88
2
0
02 Feb 2023
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case
Aram-Alexandre Pooladian
Vincent Divol
Jonathan Niles-Weed
OT
79
21
0
26 Jan 2023
Nonparametric Measure-Transportation-Based Methods for Directional Data
Nonparametric Measure-Transportation-Based Methods for Directional Data
Marc Hallin
Han Liu
Thomas Verdebout
OT
84
10
0
20 Dec 2022
Distribution-free joint independence testing and robust independent component analysis using optimal transport
Distribution-free joint independence testing and robust independent component analysis using optimal transport
Ziang Niu
B. Bhattacharya
67
2
0
28 Nov 2022
A survey of some recent developments in measures of association
A survey of some recent developments in measures of association
S. Chatterjee
64
16
0
09 Nov 2022
Center-outward Rank- and Sign-based VARMA Portmanteau Tests: Chitturi, Hosking, and Li--McLeod revisited
Center-outward Rank- and Sign-based VARMA Portmanteau Tests: Chitturi, Hosking, and Li--McLeod revisited
Marc Hallin
Han Liu
93
7
0
25 Aug 2022
Graphical and uniform consistency of estimated optimal transport plans
Graphical and uniform consistency of estimated optimal transport plans
Johan Segers
OT
62
8
0
04 Aug 2022
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence
Limit Theorems for Entropic Optimal Transport Maps and the Sinkhorn Divergence
Ziv Goldfeld
Kengo Kato
Gabriel Rioux
Ritwik Sadhu
75
29
0
18 Jul 2022
A universal robustification procedure
A universal robustification procedure
Riccardo Passeggeri
Nancy Reid
87
0
0
14 Jun 2022
Distributional Convergence of the Sliced Wasserstein Process
Distributional Convergence of the Sliced Wasserstein Process
Jiaqi Xi
Jonathan Niles-Weed
57
7
0
01 Jun 2022
Statistical inference with regularized optimal transport
Statistical inference with regularized optimal transport
Ziv Goldfeld
Kengo Kato
Gabriel Rioux
Ritwik Sadhu
OT
77
36
0
09 May 2022
Nonparametric Multiple-Output Center-Outward Quantile Regression
Nonparametric Multiple-Output Center-Outward Quantile Regression
E. del Barrio
Alberto González Sanz
Marc Hallin
75
29
0
25 Apr 2022
An improved central limit theorem and fast convergence rates for entropic transportation costs
An improved central limit theorem and fast convergence rates for entropic transportation costs
E. del Barrio
Alberto González Sanz
Jean-Michel Loubes
Jonathan Niles-Weed
OT
71
36
0
19 Apr 2022
The multirank likelihood for semiparametric canonical correlation analysis
The multirank likelihood for semiparametric canonical correlation analysis
Jordan Bryan
Jonathan Niles-Weed
P. Hoff
42
0
0
14 Dec 2021
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics
Distribution-free tests of multivariate independence based on center-outward quadrant, Spearman, Kendall, and van der Waerden statistics
Hongjian Shi
Mathias Drton
Marc Hallin
Fang Han
66
6
0
30 Nov 2021
Transport-based Counterfactual Models
Transport-based Counterfactual Models
Lucas de Lara
Alberto González Sanz
Nicholas M. Asher
Laurent Risser
Jean-Michel Loubes
52
31
0
30 Aug 2021
Plugin Estimation of Smooth Optimal Transport Maps
Plugin Estimation of Smooth Optimal Transport Maps
Tudor Manole
Sivaraman Balakrishnan
Jonathan Niles-Weed
Larry A. Wasserman
OT
89
100
0
26 Jul 2021
On universally consistent and fully distribution-free rank tests of vector independence
On universally consistent and fully distribution-free rank tests of vector independence
Hongjian Shi
Marc Hallin
Mathias Drton
Fang Han
84
37
0
04 Jul 2020

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