Statistical Optimal Transport via Factored Couplings

Statistical Optimal Transport via Factored Couplings

19 June 2018

Jan-Christian Hütter

Philippe Rigollet

Geoffrey Schiebinger

Jonathan Niles-Weed

Papers citing "Statistical Optimal Transport via Factored Couplings"

16 / 16 papers shown

Title
Spherical Tree-Sliced Wasserstein Distance Hoang V. Tran Thanh T. Chu K. Nguyen Trang Pham Tam Le Trung Quoc Nguyen OT 63 3 0 14 Mar 2025
SAVA: Scalable Learning-Agnostic Data Valuation Samuel Kessler Tam Le Vu Nguyen TDI 71 0 0 03 Jun 2024
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor Search Guangyu Meng Ruyu Zhou Liu Liu Peixian Liang Fang Liu Danny Chen Michael Niemier X.Sharon Hu 41 0 0 14 Jan 2024
Minimax estimation of discontinuous optimal transport maps: The semi-discrete case Aram-Alexandre Pooladian Vincent Divol Jonathan Niles-Weed OT 32 20 0 26 Jan 2023
Budget-Constrained Bounds for Mini-Batch Estimation of Optimal Transport David Alvarez-Melis Nicolò Fusi Lester W. Mackey Tal Wagner OT 35 1 0 24 Oct 2022
Meta Optimal Transport Brandon Amos Samuel N. Cohen Giulia Luise I. Redko OT 45 22 0 10 Jun 2022
Order Constraints in Optimal Transport Fabian Lim L. Wynter Shiau Hong Lim OT 39 4 0 14 Oct 2021
Factored couplings in multi-marginal optimal transport via difference of convex programming Q. Tran H. Janati I. Redko Rémi Flamary Nicolas Courty OT 43 1 0 01 Oct 2021
An Optimal Transport Approach to Estimating Causal Effects via Nonlinear Difference-in-Differences William Torous F. Gunsilius Philippe Rigollet OT 60 15 0 12 Aug 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 69 17 0 23 Mar 2021
Low-Rank Sinkhorn Factorization M. Scetbon Marco Cuturi Gabriel Peyré 28 59 0 08 Mar 2021
Improving Approximate Optimal Transport Distances using Quantization Gaspard Beugnot Aude Genevay Kristjan Greenewald Justin Solomon OT MQ 220 9 0 25 Feb 2021
Making transport more robust and interpretable by moving data through a small number of anchor points Chi-Heng Lin Mehdi Azabou Eva L. Dyer OT OOD 44 22 0 21 Dec 2020
Estimation of Wasserstein distances in the Spiked Transport Model Jonathan Niles-Weed Philippe Rigollet 25 102 0 16 Sep 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 29 28 0 14 May 2019
Subspace Robust Wasserstein Distances François-Pierre Paty Marco Cuturi 30 150 0 25 Jan 2019