Multilevel Clustering via Wasserstein Means

13 June 2017

Papers citing "Multilevel Clustering via Wasserstein Means"

50 / 82 papers shown

Title
Federated Calculation of the Free-Support Transportation Barycenter by Single-Loop Dual Decomposition Zhengqi Lin Andrzej Ruszczynski 52 1 0 25 Jul 2025
On the Relation between Rectified Flows and Optimal Transport Johannes Hertrich Antonin Chambolle Julie Delon OT 107 3 0 26 May 2025
Partial Distribution Alignment via Adaptive Optimal Transport Pei Yang Qi Tan Guihua Wen 195 0 0 07 Mar 2025
Prototypical Partial Optimal Transport for Universal Domain Adaptation Yucheng Yang Xiang Gu Jian Sun OT 195 17 0 02 Aug 2024
Interaction-Force Transport Gradient Flows E. Gladin Pavel Dvurechensky Alexander Mielke Jia Jie Zhu OT 149 6 0 27 May 2024
Approximate Algorithms For $k$ -Sparse Wasserstein Barycenter With Outliers Qingyuan Yang Hu Ding 127 3 0 20 Apr 2024
Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity Marta Catalano Hugo Lavenant 136 3 0 01 Feb 2024
Fast Dual Subgradient Optimization of the Integrated Transportation Distance Between Stochastic Kernels Zhengqi Lin Andrzej Ruszczynski 63 4 0 03 Dec 2023
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport Tianyi Lin Marco Cuturi Michael I. Jordan OT 125 0 0 21 Oct 2023
LCOT: Linear circular optimal transport Rocio Diaz Martin Ivan Medri Yikun Bai Hengrong Du Kangbai Yan Gustavo K. Rohde Soheil Kolouri 88 1 0 09 Oct 2023
Quasi-Monte Carlo for 3D Sliced Wasserstein Khai Nguyen Nicola Bariletto Nhat Ho OT 3DPC 163 23 0 21 Sep 2023
Lower Complexity Adaptation for Empirical Entropic Optimal Transport Michel Groppe Shayan Hundrieser OT 99 14 0 23 Jun 2023
Learning to Quantize Vulnerability Patterns and Match to Locate Statement-Level Vulnerabilities Michael Fu Trung Le Van Nguyen Chakkrit Tantithamthavorn Dinh Q. Phung 92 3 0 26 May 2023
Parameter Estimation in DAGs from Incomplete Data via Optimal Transport Vy Vo Trung Le L. Vuong He Zhao Edwin V. Bonilla Dinh Q. Phung OT 162 4 0 25 May 2023
Merging Rate of Opinions via Optimal Transport on Random Measures Marta Catalano Hugo Lavenant FedML 37 0 0 10 May 2023
The geometry of financial institutions -- Wasserstein clustering of financial data Lorenz Riess Mathias Beiglbock J. Temme Andreas Wolf Julio Backhoff 111 2 0 05 May 2023
Sliced Wasserstein Estimation with Control Variates Khai Nguyen Nhat Ho OT 3DPC 163 15 0 30 Apr 2023
Keypoint-Guided Optimal Transport Xiang Gu Yucheng Yang Weizhen Zeng Jian Sun Zongben Xu 127 1 0 23 Mar 2023
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction Khai Nguyen Dang Nguyen N. Ho 110 9 0 12 Jan 2023
Stability of Entropic Wasserstein Barycenters and application to random geometric graphs Marc Theveneau Nicolas Keriven 114 4 0 19 Oct 2022
Wasserstein Barycenter-based Model Fusion and Linear Mode Connectivity of Neural Networks A. K. Akash Sixu Li Nicolas García Trillos 122 14 0 13 Oct 2022
Improving Generative Flow Networks with Path Regularization A. Do Duy-Tung Dinh T. Nguyen Khuong N. Nguyen Stanley Osher Nhat Ho AI4CE 82 4 0 29 Sep 2022
Hierarchical Sliced Wasserstein Distance Khai Nguyen Zhaolin Ren Huy Nguyen Litu Rout T. Nguyen Nhat Ho 173 25 0 27 Sep 2022
Quantitative Stability of Barycenters in the Wasserstein Space G. Carlier Alex Delalande Q. Mérigot 122 15 0 21 Sep 2022
Small Transformers Compute Universal Metric Embeddings Anastasis Kratsios Valentin Debarnot Ivan Dokmanić 205 13 0 14 Sep 2022
Efficient Forecasting of Large Scale Hierarchical Time Series via Multilevel Clustering Xing Han Zhaolin Ren Jing Hu Joydeep Ghosh Nhat Ho AI4TS 92 0 0 27 May 2022
Revisiting Sliced Wasserstein on Images: From Vectorization to Convolution Khai Nguyen Nhat Ho OT GAN 121 27 0 04 Apr 2022
An Accelerated Stochastic Algorithm for Solving the Optimal Transport Problem Yiling Xie Yiling Luo X. Huo 173 11 0 02 Mar 2022
On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error Quang Minh Nguyen Hoang H. Nguyen Yi Zhou Lam M. Nguyen OT 119 13 0 08 Feb 2022
Hierarchical Optimal Transport for Unsupervised Domain Adaptation Mourad El Hamri Younès Bennani Issam Falih Hamid Ahaggach OT 111 21 0 03 Dec 2021
Dimensionality Reduction for Wasserstein Barycenter Zachary Izzo Sandeep Silwal Samson Zhou 156 19 0 18 Oct 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 268 42 0 27 Aug 2021
Entropic Gromov-Wasserstein between Gaussian Distributions Khang Le Dung D. Le Huy Nguyen Dat Do Tung Pham Nhat Ho OT 102 18 0 24 Aug 2021
On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity Khang Le Huy Nguyen Tung Pham Nhat Ho OT 107 9 0 18 Aug 2021
Limit Distribution Theory for the Smooth 1-Wasserstein Distance with Applications Ritwik Sadhu Ziv Goldfeld Kengo Kato 118 9 0 28 Jul 2021
Estimation of Stationary Optimal Transport Plans Kevin O'Connor K. Mcgoff A. Nobel OT 128 3 0 25 Jul 2021
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent Jason M. Altschuler Sinho Chewi P. Gerber Austin J. Stromme 160 41 0 16 Jun 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
Selective information exchange in collaborative clustering using regularized Optimal Transport Fatima Ezzahraa Ben Bouazza Younès Bennani 43 0 0 22 Mar 2021
Semi-Discrete Optimal Transport: Hardness, Regularization and Numerical Solution Bahar Taşkesen Soroosh Shafieezadeh-Abadeh Daniel Kuhn OT 110 31 0 10 Mar 2021
On Robust Optimal Transport: Computational Complexity and Barycenter Computation Khang Le Huy Le Nguyen Quang H. Nguyen Tung Pham Hung Bui Nhat Ho OT 97 40 0 13 Feb 2021
On Transportation of Mini-batches: A Hierarchical ApproachInternational Conference on Machine Learning (ICML), 2024 Khai Nguyen Dang Nguyen Quoc Nguyen Tung Pham Hung Bui Dinh Q. Phung Trung Le Nhat Ho OT 142 19 0 11 Feb 2021
Point-set Distances for Learning Representations of 3D Point Clouds Trung Nguyen Quang Pham Tam Le Tung Pham Nhat Ho Binh-Son Hua 3DPC 117 79 0 08 Feb 2021
Functional optimal transport: map estimation and domain adaptation for functional data Jiacheng Zhu Aritra Guha Dat Do Mengdi Xu X. Nguyen Ding Zhao OT 163 8 0 07 Feb 2021
Projection Robust Wasserstein Barycenters Minhui Huang Shiqian Ma Lifeng Lai 155 13 0 05 Feb 2021
A Dimension-free Computational Upper-bound for Smooth Optimal Transport Estimation A. Vacher Boris Muzellec Alessandro Rudi Francis R. Bach François-Xavier Vialard OT 125 29 0 13 Jan 2021
Wasserstein barycenters are NP-hard to compute Jason M. Altschuler Enric Boix-Adserà OT 376 49 0 04 Jan 2021
Making transport more robust and interpretable by moving data through a small number of anchor pointsInternational Conference on Machine Learning (ICML), 2024 Chi-Heng Lin Mehdi Azabou Eva L. Dyer OT OOD 199 24 0 21 Dec 2020
A Statistical Test for Probabilistic Fairness Bahar Taşkesen Jose H. Blanchet Daniel Kuhn Viet Anh Nguyen FaML 142 46 0 09 Dec 2020
Matching Distributions via Optimal Transport for Semi-Supervised Learning Fariborz Taherkhani Hadi Kazemi Ali Dabouei J. Dawson Nasser M. Nasrabadi OT 145 1 0 04 Dec 2020