Fast Unbalanced Optimal Transport on a Tree

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Fast Unbalanced Optimal Transport on a Tree

4 June 2020

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Papers citing "Fast Unbalanced Optimal Transport on a Tree"

17 / 17 papers shown

Title
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy Ya-Wei Eileen Lin Ronald R. Coifman Zhengchao Wan Ronen Talmon 293 4 0 28 Oct 2024
Optimal Transport for Measures with Noisy Tree Metric Tam Le Truyen V. Nguyen Kenji Fukumizu OT 185 6 0 20 Oct 2023
An Empirical Study of Self-supervised Learning with Wasserstein Distance Makoto Yamada Yuki Takezawa Guillaume Houry Kira Michaela Dusterwald Deborah Sulem Han Zhao Yao-Hung Hubert Tsai 128 1 0 16 Oct 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 234 22 0 08 May 2023
Scalable Unbalanced Sobolev Transport for Measures on a Graph Tam Le Truyen V. Nguyen Kenji Fukumizu OT 139 9 0 24 Feb 2023
Tree Mover's Distance: Bridging Graph Metrics and Stability of Graph Neural Networks Ching-Yao Chuang Stefanie Jegelka OOD 144 42 0 04 Oct 2022
Approximating 1-Wasserstein Distance with Trees M. Yamada Yuki Takezawa Ryoma Sato Hang Bao Zornitsa Kozareva Sujith Ravi 156 9 0 24 Jun 2022
On the Convergence of Semi-Relaxed Sinkhorn with Marginal Constraint and OT Distance Gaps Takumi Fukunaga Hiroyuki Kasai OT 159 2 0 27 May 2022
Fixed Support Tree-Sliced Wasserstein Barycenter Yuki Takezawa Ryoma Sato Zornitsa Kozareva Sujith Ravi M. Yamada 125 16 0 08 Sep 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression Laetitia Chapel Rémi Flamary Haoran Wu Cédric Févotte Gilles Gasso OT 86 50 0 08 Jun 2021
Re-evaluating Word Mover's Distance Ryoma Sato M. Yamada H. Kashima 159 24 0 30 May 2021
Computationally Efficient Wasserstein Loss for Structured Labels Ayato Toyokuni Sho Yokoi H. Kashima M. Yamada 98 2 0 01 Mar 2021
Diffusion Earth Mover's Distance and Distribution Embeddings Alexander Tong G. Huguet A. Natik Kincaid MacDonald Manik Kuchroo Ronald R. Coifman Guy Wolf Smita Krishnaswamy MedIm 111 30 0 25 Feb 2021
Supervised Tree-Wasserstein Distance Yuki Takezawa Ryoma Sato M. Yamada 139 13 0 27 Jan 2021
Entropy Partial Transport with Tree Metrics: Theory and PracticeInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Tam Le Truyen V. Nguyen OT 100 16 0 24 Jan 2021
Feature Robust Optimal Transport for High-dimensional Data Mathis Petrovich Chao Liang Ryoma Sato Yanbin Liu Yao-Hung Hubert Tsai Linchao Zhu Yi Yang Ruslan Salakhutdinov M. Yamada OT OOD 129 7 0 25 May 2020
Tropical Optimal Transport and Wasserstein Distances Wonjun Lee Wuchen Li Bo Lin Anthea Monod OT 44 9 0 13 Nov 2019

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