Approximating 1-Wasserstein Distance with Trees

24 June 2022

Papers citing "Approximating 1-Wasserstein Distance with Trees"

7 / 7 papers shown

Title
All You Need is Resistance: On the Equivalence of Effective Resistance and Certain Optimal Transport Problems on Graphs Sawyer Robertson Zhengchao Wan Alexander Cloninger OT 47 2 0 28 Jan 2025
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy Y. Lin Ronald R. Coifman Gal Mishne Ronen Talmon 38 2 0 28 Oct 2024
Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport Siqi Zeng Sixian Du M. Yamada Han Zhao OT 36 0 0 04 Oct 2024
Optimal Transport for Measures with Noisy Tree Metric Tam Le Truyen V. Nguyen Kenji Fukumizu OT 28 4 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 19 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 38 12 0 08 May 2023
Learning Ultrametric Trees for Optimal Transport Regression Samantha Chen Puoya Tabaghi Yusu Wang OT 11 2 0 21 Oct 2022