Measure Estimation in the Barycentric Coding Model

28 January 2022

Papers citing "Measure Estimation in the Barycentric Coding Model"

25 / 25 papers shown

Title
A primer on optimal transport for causal inference with observational data Florian F Gunsilius OT CML 105 0 0 10 Mar 2025
Linearized Wasserstein Barycenters: Synthesis, Analysis, Representational Capacity, and Applications Matthew Werenski Brendan Mallery Shuchin Aeron James M. Murphy 63 0 0 31 Oct 2024
Algorithms for mean-field variational inference via polyhedral optimization in the Wasserstein space Yiheng Jiang Sinho Chewi Aram-Alexandre Pooladian 108 8 0 05 Dec 2023
Near-optimal estimation of smooth transport maps with kernel sums-of-squares Boris Muzellec A. Vacher Francis R. Bach Franccois-Xavier Vialard Alessandro Rudi OT 54 21 0 03 Dec 2021
Dynamical Wasserstein Barycenters for Time-series Modeling Kevin C. Cheng Shuchin Aeron M. C. Hughes Eric L. Miller 54 14 0 13 Oct 2021
Entropic estimation of optimal transport maps Aram-Alexandre Pooladian Jonathan Niles-Weed OT 108 107 0 24 Sep 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 153 41 0 27 Aug 2021
Plugin Estimation of Smooth Optimal Transport Maps Tudor Manole Sivaraman Balakrishnan Jonathan Niles-Weed Larry A. Wasserman OT 49 99 0 26 Jul 2021
Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections Nabarun Deb Promit Ghosal B. Sen OT 92 73 0 04 Jul 2021
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent Jason M. Altschuler Sinho Chewi P. Gerber Austin J. Stromme 70 36 0 16 Jun 2021
Faster Wasserstein Distance Estimation with the Sinkhorn Divergence Lénaïc Chizat Pierre Roussillon Flavien Léger François-Xavier Vialard Gabriel Peyré OT 48 114 0 15 Jun 2020
Geodesically parameterized covariance estimation A. Musolas S.T. Smith Youssef Marzouk 47 4 0 06 Jan 2020
Gradient descent algorithms for Bures-Wasserstein barycenters Sinho Chewi Tyler Maunu Philippe Rigollet Austin J. Stromme 39 87 0 06 Jan 2020
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 61 86 0 12 Sep 2018
A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters Lei Yang Jia Li Defeng Sun Kim-Chuan Toh 38 36 0 12 Sep 2018
Context Mover's Distance & Barycenters: Optimal Transport of Contexts for Building Representations Sidak Pal Singh Andreas Hug Aymeric Dieuleveut Martin Jaggi OT 55 26 0 29 Aug 2018
Optimal Transport for Multi-source Domain Adaptation under Target Shift I. Redko Nicolas Courty Rémi Flamary D. Tuia OOD 36 141 0 13 Mar 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 211 2,146 0 01 Mar 2018
Stochastic Wasserstein Barycenters Sebastian Claici Edward Chien Justin Solomon 56 71 0 15 Feb 2018
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning M. Schmitz Matthieu Heitz Nicolas Bonneel Fred-Maurice Ngole-Mboula D. Coeurjolly Marco Cuturi Gabriel Peyré Jean-Luc Starck OT 57 136 0 07 Aug 2017
A fixed-point approach to barycenters in Wasserstein space P. C. Álvarez-Esteban E. del Barrio J. A. Cuesta-Albertos Carlos Matrán 46 191 0 17 Nov 2015
Existence and Consistency of Wasserstein Barycenters Thibaut Le Gouic Jean-Michel Loubes 55 131 0 12 Jun 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 382 33,521 0 16 Oct 2013
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 86 740 0 16 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 209 4,259 0 04 Jun 2013