Wasserstein $K$-means for clustering probability distributions

Wasserstein $K$ -means for clustering probability distributions

14 September 2022

Papers citing "Wasserstein $K$-means for clustering probability distributions"

12 / 12 papers shown

Title
Random Normed k-Means: A Paradigm-Shift in Clustering within Probabilistic Metric Spaces Abderrafik Laakel Hemdanou Youssef Achtoun Mohammed Lamarti Sefian Ismail Tahiri Abdellatif El Afia 21 0 0 04 Apr 2025
Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs Nicolas Boizard Kevin El Haddad C´eline Hudelot Pierre Colombo 75 14 0 28 Jan 2025
Wasserstein Spatial Depth F. Bachoc Alberto González Sanz Jean-Michel Loubes Yisha Yao 48 1 0 16 Nov 2024
Agglomerative Clustering of Simulation Output Distributions Using Regularized Wasserstein Distance Mohammadmahdi Ghasemloo David J. Eckman 26 1 0 16 Jul 2024
A New Robust Partial $p$ -Wasserstein-Based Metric for Comparing Distributions S. Raghvendra Pouyan Shirzadian Kaiyi Zhang 42 1 0 06 May 2024
Diffeomorphic Measure Matching with Kernels for Generative Modeling Biraj Pandey Bamdad Hosseini Pau Batlle H. Owhadi 23 3 0 12 Feb 2024
Statistically Optimal K-means Clustering via Nonnegative Low-rank Semidefinite Programming Yubo Zhuang Xiaohui Chen Yun Yang Richard Y. Zhang 14 3 0 29 May 2023
The geometry of financial institutions -- Wasserstein clustering of financial data Lorenz Riess Mathias Beiglbock J. Temme Andreas Wolf Julio Backhoff 10 2 0 05 May 2023
Analysis of Utterance Embeddings and Clustering Methods Related to Intent Induction for Task-Oriented Dialogue Jeiyoon Park Yoonna Jang Chanhee Lee Heu-Jeoung Lim 28 3 0 05 Dec 2022
Geometric Sparse Coding in Wasserstein Space M. Mueller Shuchin Aeron James M. Murphy Abiy Tasissa 14 4 0 21 Oct 2022
Likelihood Adjusted Semidefinite Programs for Clustering Heterogeneous Data Yubo Zhuang Xiaohui Chen Yun Yang 24 1 0 29 Sep 2022
A unified framework for hard and soft clustering with regularized optimal transport Jean-Frédéric Diebold Nicolas Papadakis Arnaud Dessein Charles-Alban Deledalle FedML 47 9 0 12 Nov 2017