Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support

30 September 2015

Jia Li

Papers citing "Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support"

26 / 26 papers shown

Title
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs Nicolas Boizard Kevin El Haddad C´eline Hudelot Pierre Colombo 83 15 0 28 Jan 2025
Canonical Variates in Wasserstein Metric Space Jia Li Lin Lin 21 1 0 24 May 2024
Spectral Clustering for Discrete Distributions Zixiao Wang Dong Qiao Jicong Fan 24 0 0 25 Jan 2024
Non-injectivity of Bures--Wasserstein barycentres in infinite dimensions Y. Zemel 24 1 0 15 Nov 2023
An Asynchronous Decentralized Algorithm for Wasserstein Barycenter Problem Chao Zhang Hui Qian Jiahao Xie 12 1 0 23 Apr 2023
Linear Optimal Partial Transport Embedding Yikun Bai Ivan Medri Rocio Diaz Martin Rana Muhammad Shahroz Khan Soheil Kolouri OT 48 9 0 07 Feb 2023
Regularized Optimal Transport Layers for Generalized Global Pooling Operations Hongteng Xu Minjie Cheng 38 4 0 13 Dec 2022
Hilbert Curve Projection Distance for Distribution Comparison Tao Li Cheng Meng Hongteng Xu Jun Yu 46 13 0 30 May 2022
An Accelerated Stochastic Algorithm for Solving the Optimal Transport Problem Yiling Xie Yiling Luo X. Huo 29 10 0 02 Mar 2022
Gamifying optimization: a Wasserstein distance-based analysis of human search Antonio Candelieri Andrea Ponti Francesco Archetti 23 0 0 12 Dec 2021
Clustering Market Regimes using the Wasserstein Distance Blanka Horvath Zacharia Issa Aitor Muguruza Gonzalez OOD 36 10 0 22 Oct 2021
Variational Wasserstein Barycenters with c-Cyclical Monotonicity Jinjin Chi Zhiyao Yang Jihong Ouyang Ximing Li 31 5 0 22 Oct 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 27 41 0 27 Aug 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 35 22 0 21 Dec 2020
Wasserstein k-means with sparse simplex projection Takumi Fukunaga Hiroyuki Kasai 26 12 0 25 Nov 2020
Gromov-Wasserstein Factorization Models for Graph Clustering Hongteng Xu 25 49 0 19 Nov 2019
On a Combination of Alternating Minimization and Nesterov's Momentum Sergey Guminov Pavel Dvurechensky N. Tupitsa Alexander Gasnikov ODL 16 45 0 09 Jun 2019
Wasserstein Barycenter Model Ensembling Pierre Dognin Igor Melnyk Youssef Mroueh Jerret Ross Cicero Nogueira dos Santos Tom Sercu 30 24 0 13 Feb 2019
Asymptotic distribution and convergence rates of stochastic algorithms for entropic optimal transportation between probability measures Bernard Bercu Jérémie Bigot 16 19 0 21 Dec 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 35 84 0 12 Sep 2018
Variational Wasserstein Clustering Liang Mi Wen Zhang X. Gu Yalin Wang OT 61 42 0 23 Jun 2018
Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance Giulia Luise Alessandro Rudi Massimiliano Pontil C. Ciliberto OT 24 130 0 30 May 2018
A unified framework for hard and soft clustering with regularized optimal transport Jean-Frédéric Diebold Nicolas Papadakis Arnaud Dessein Charles-Alban Deledalle FedML 49 9 0 12 Nov 2017
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 41 135 0 07 Aug 2017
Parallel Streaming Wasserstein Barycenters Matthew Staib Sebastian Claici Justin Solomon Stefanie Jegelka 16 88 0 21 May 2017
A Simulated Annealing based Inexact Oracle for Wasserstein Loss Minimization Jianbo Ye James Z. Wang Jia Li 13 4 0 12 Aug 2016