Hierarchical Optimal Transport for Document Representation

Hierarchical Optimal Transport for Document Representation

26 June 2019

Mikhail Yurochkin

Sebastian Claici

Papers citing "Hierarchical Optimal Transport for Document Representation"

19 / 19 papers shown

Title
Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport Y. Liu Fausto Giunchiglia Ximing Li Lan Huang Xiaoyue Feng Renchu Guan OffRL 144 0 0 10 Jan 2025
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy Y. Lin Ronald R. Coifman Gal Mishne Ronen Talmon 40 2 0 28 Oct 2024
SAVA: Scalable Learning-Agnostic Data Valuation Samuel Kessler Tam Le Vu Nguyen TDI 61 0 0 03 Jun 2024
A New Robust Partial $p$ -Wasserstein-Based Metric for Comparing Distributions S. Raghvendra Pouyan Shirzadian Kaiyi Zhang 44 1 0 06 May 2024
Towards Generalising Neural Topical Representations Xiaohao Yang He Zhao Dinh Q. Phung Lan Du BDL OOD MedIm 24 1 0 24 Jul 2023
TOBY: A Tool for Exploring Data in Academic Survey Papers Tathagata Chakraborti Jungkoo Kang Christian Muise S. Sreedharan Michael Walker D. Szafir T. Williams 18 0 0 13 Jun 2023
Keypoint-Guided Optimal Transport Xiang Gu Yucheng Yang Weizhen Zeng Jian Sun Zongben Xu 39 1 0 23 Mar 2023
Budget-Constrained Bounds for Mini-Batch Estimation of Optimal Transport David Alvarez-Melis Nicolò Fusi Lester W. Mackey Tal Wagner OT 30 1 0 24 Oct 2022
Hilbert Curve Projection Distance for Distribution Comparison Tao Li Cheng Meng Hongteng Xu Jun Yu 41 13 0 30 May 2022
An Accelerated Stochastic Algorithm for Solving the Optimal Transport Problem Yiling Xie Yiling Luo X. Huo 24 10 0 02 Mar 2022
Coherence-Based Distributed Document Representation Learning for Scientific Documents Shicheng Tan Shu Zhao Yanping Zhang 12 2 0 08 Jan 2022
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity Sheshera Mysore Arman Cohan Tom Hope 11 39 0 16 Nov 2021
Order Constraints in Optimal Transport Fabian Lim L. Wynter Shiau Hong Lim OT 34 4 0 14 Oct 2021
A Survey on Optimal Transport for Machine Learning: Theory and Applications Luis Caicedo Torres Luiz Manella Pereira M. Amini OOD OT 34 47 0 03 Jun 2021
Re-evaluating Word Mover's Distance Ryoma Sato M. Yamada H. Kashima 33 23 0 30 May 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 32 22 0 21 Dec 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 75 194 0 07 Feb 2020
Fast and Robust Comparison of Probability Measures in Heterogeneous Spaces Ryoma Sato Marco Cuturi M. Yamada H. Kashima 62 23 0 05 Feb 2020
Gaussian-Smooth Optimal Transport: Metric Structure and Statistical Efficiency Ziv Goldfeld Kristjan Greenewald OT 22 39 0 24 Jan 2020