v1v2 (latest)

Fast Optimal Transport Averaging of Neuroimaging Data

Information Processing in Medical Imaging (IPMI), 2015

30 March 2015

Papers citing "Fast Optimal Transport Averaging of Neuroimaging Data"

49 / 49 papers shown

Lower Bounds on Adversarial Robustness for Multiclass Classification with General Loss Functions

Camilo Andrés García Trillos

Nicolas García Trillos

248

02 Oct 2025

Sparse Partial Optimal Transport via Quadratic RegularizationJournal of Computer Science (JCS), 2025

...

Mai Ngoc Tran

143

11 Aug 2025

Diffeomorphic Measure Matching with Kernels for Generative Modeling

299

12 Feb 2024

A Novel Skip Orthogonal List for Dynamic Optimal Transport ProblemAAAI Conference on Artificial Intelligence (AAAI), 2023

Xiaoyang Xu

Hu Ding

338

27 Oct 2023

Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients

Mete Kemertas

Allan D. Jepson

Amir-massoud Farahmand

479

17 Jul 2023

Unbalanced Diffusion Schrödinger Bridge

348

15 Jun 2023

Unbalanced Optimal Transport, from Theory to Numerics

Thibault Séjourné

Gabriel Peyré

Franccois-Xavier Vialard

353

16 Nov 2022

Neural Unbalanced Optimal Transport via Cycle-Consistent Semi-Couplings

David Alvarez-Melis

359

30 Sep 2022

Optimal Transport Features for Morphometric Population Analysis

11 Aug 2022

Aligning individual brains with Fused Unbalanced Gromov-WassersteinNeural Information Processing Systems (NeurIPS), 2022

377

19 Jun 2022

A Homotopy Algorithm for Optimal Transport

Roozbeh Yousefzadeh

107

13 Dec 2021

Learning with symmetric positive definite matrices via generalized Bures-Wasserstein geometryInternational Conference on Geometric Science of Information (GSI), 2021

Andi Han

Bamdev Mishra

Pratik Jawanpuria

Junbin Gao

252

20 Oct 2021

A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport

340

12 Jul 2021

Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent

433

16 Jun 2021

Smooth Bilevel Programming for Sparse RegularizationNeural Information Processing Systems (NeurIPS), 2021

C. Poon

Gabriel Peyré

337

02 Jun 2021

Sampling From the Wasserstein Barycenter

217

04 May 2021

$Non-Asymptotic Performance Guarantees for Neural Estimation of $\mathsf{f}$-Divergences$

Non-Asymptotic Performance Guarantees for Neural Estimation of

\mathsf{f}

-DivergencesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021

249

11 Mar 2021

Decentralized Distributed Optimization for Saddle Point ProblemsOptimization Methods and Software (OMS), 2021

Alexander Rogozin

Alexander Gasnikov

518

15 Feb 2021

Wasserstein barycenters are NP-hard to computeSIAM Journal on Mathematics of Data Science (SIMODS), 2021

Jason M. Altschuler

Enric Boix-Adserà

731

04 Jan 2021

Making transport more robust and interpretable by moving data through a small number of anchor pointsInternational Conference on Machine Learning (ICML), 2020

462

21 Dec 2020

Randomised Wasserstein Barycenter Computation: Resampling with Statistical Guarantees

F. Heinemann

Axel Munk

Y. Zemel

280

11 Dec 2020

MMD-Regularized Unbalanced Optimal Transport

Piyushi Manupriya

SakethaNath Jagarlapudi

Pratik Jawanpuria

1.2K

10 Nov 2020

A contribution to Optimal Transport on incomparable spaces

Titouan Vayer

397

09 Nov 2020

Averaging Atmospheric Gas Concentration Data using Wasserstein Barycenters

Mathieu Barré

Clément Giron

M. Mazzolini

Alexandre d’Aspremont

06 Oct 2020

Estimating Barycenters of Measures in High Dimensions

Samuel N. Cohen

Michael Arbel

M. Deisenroth

400

14 Jul 2020

Linear Time Sinkhorn Divergences using Positive FeaturesNeural Information Processing Systems (NeurIPS), 2020

M. Scetbon

Marco Cuturi

301

12 Jun 2020

Partial Optimal Transport with Applications on Positive-Unlabeled Learning

Laetitia Chapel

Mokhtar Z. Alaya

Gilles Gasso

193

19 Feb 2020

Stochastic Approximation versus Sample Average Approximation for population Wasserstein barycenters

D. Dvinskikh

422

21 Jan 2020

Gradient descent algorithms for Bures-Wasserstein barycentersAnnual Conference Computational Learning Theory (COLT), 2020

384

100

06 Jan 2020

A Test for Shared Patterns in Cross-modal Brain Activation Analysis

08 Oct 2019

Multi-subject MEG/EEG source imaging with sparse multi-task regressionNeuroImage (NeuroImage), 2019

290

03 Oct 2019

Statistical data analysis in the Wasserstein spaceESAIM Proceedings and Surveys (ESAIM Proc. Surv.), 2019

Jérémie Bigot

378

19 Jul 2019

Adversarial Computation of Optimal Transport Maps

Aaron Courville

169

24 Jun 2019

Sinkhorn Barycenters with Free Support via Frank-Wolfe AlgorithmNeural Information Processing Systems (NeurIPS), 2019

264

30 May 2019

Statistical inference for Bures-Wasserstein barycenters

Alexey Kroshnin

V. Spokoiny

A. Suvorikova

267

02 Jan 2019

Asymptotic distribution and convergence rates of stochastic algorithms for entropic optimal transportation between probability measures

Bernard Bercu

Jérémie Bigot

457

21 Dec 2018

Statistical Optimal Transport via Factored Couplings

372

19 Jun 2018

Wasserstein regularization for sparse multi-task regression

H. Janati

Marco Cuturi

Alexandre Gramfort

317

20 May 2018

Greedy stochastic algorithms for entropy-regularized optimal transport problems

Brahim Khalil Abid

Robert Mansel Gower

115

04 Mar 2018

Computational Optimal Transport

Gabriel Peyré

Marco Cuturi

1.6K

2,558

01 Mar 2018

Blind Source Separation with Optimal Transport Non-negative Matrix Factorization

118

15 Feb 2018

Central limit theorems for entropy-regularized optimal transport on finite spaces and statistical applications

Jérémie Bigot

Elsa Cazelles

Nicolas Papadakis

312

24 Nov 2017

Smooth and Sparse Optimal Transport

Mathieu Blondel

Vivien Seguy

Antoine Rolet

335

198

17 Oct 2017

Semi-discrete optimal transport - the case p=1

Valentin N. Hartmann

Dominic Schuhmacher

158

23 Jun 2017

Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration

Jason M. Altschuler

Jonathan Niles-Weed

Philippe Rigollet

472

661

26 May 2017

PSF field learning based on Optimal Transport Distances

Fred-Maurice Ngole-Mboula

Jean-Luc Starck

132

17 Mar 2017

Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport CostJournal of Mathematical Imaging and Vision (JMIV), 2016

Nicolas Papadakis

Julien Rabin

237

05 Oct 2016

Estimating individual treatment effect: generalization bounds and algorithms

366

13 Jun 2016

Principal Geodesic Analysis for Probability Measures under the Optimal Transport Metric

Vivien Seguy

Marco Cuturi

243

26 Jun 2015