Papers citing 'Multilevel Clustering via Wasserstein Means'

Title
On Projection Robust Optimal Transport: Sample Complexity and Model MisspecificationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 Tianyi Lin Zeyu Zheng Elynn Y. Chen Marco Cuturi Michael I. Jordan OT 138 60 0 22 Jun 2020
Robust Unsupervised Learning of Temporal Dynamic Interactions Aritra Guha Rayleigh Lei Jiacheng Zhu X. Nguyen Ding Zhao 52 0 0 18 Jun 2020
Projection Robust Wasserstein Distance and Riemannian OptimizationNeural Information Processing Systems (NeurIPS), 2025 Tianyi Lin Chenyou Fan Nhat Ho Marco Cuturi Michael I. Jordan 294 72 0 12 Jun 2020
CPOT: Channel Pruning via Optimal Transport Yucong Shen Li Shen Haozhi Huang Xuan Wang Wei Liu OT 91 6 0 21 May 2020
A Study of Performance of Optimal Transport Yihe Dong Yu Gao Richard Peng Ilya P. Razenshteyn Saurabh Sawlani OT 60 17 0 03 May 2020
On Linear Optimization over Wasserstein Balls Man-Chung Yue Daniel Kuhn W. Wiesemann 136 58 0 15 Apr 2020
Variational Wasserstein Barycenters for Geometric Clustering Liang Mi 109 3 0 24 Feb 2020
Gaussian Mixture Reduction with Composite Transportation Divergence Qiong Zhang Archer Gong Zhang Jiahua Chen 167 5 0 19 Feb 2020
Theoretical Guarantees for Bridging Metric Measure Embedding and Optimal Transport Mokhtar Z. Alaya Maxime Bérar Gilles Gasso A. Rakotomamonjy OT 80 0 0 19 Feb 2020
Partial Optimal Transport with Applications on Positive-Unlabeled Learning Laetitia Chapel Mokhtar Z. Alaya Gilles Gasso OT 108 11 0 19 Feb 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm Tianyi Lin Nhat Ho Xi Chen Marco Cuturi Michael I. Jordan 410 53 0 12 Feb 2020
On Unbalanced Optimal Transport: An Analysis of Sinkhorn AlgorithmInternational Conference on Machine Learning (ICML), 2024 Khiem Pham Khang Le Nhat Ho Tung Pham Hung Bui OT 121 86 0 09 Feb 2020
Asymptotic Guarantees for Generative Modeling Based on the Smooth Wasserstein Distance Ziv Goldfeld Kristjan Greenewald Kengo Kato 190 2 0 03 Feb 2020
Gaussian-Smooth Optimal Transport: Metric Structure and Statistical Efficiency Ziv Goldfeld Kristjan Greenewald OT 98 43 0 24 Jan 2020
Rk-means: Fast Clustering for Relational Data Ryan R. Curtin Ben Moseley H. Ngo X. Nguyen Dan Olteanu Maximilian Schleich 32 16 0 11 Oct 2019
Tree-Wasserstein Barycenter for Large-Scale Multilevel Clustering and Scalable Bayes Tam Le Viet Huynh Nhat Ho Dinh Q. Phung M. Yamada 137 5 0 10 Oct 2019
Flow-based Alignment Approaches for Probability Measures in Different Spaces Tam Le Nhat Ho M. Yamada OT 613 0 0 10 Oct 2019
On Efficient Multilevel Clustering via Wasserstein Distances Viet Huynh Nhat Ho Nhan Dam X. Nguyen Mikhail Yurochkin Hung Bui Dinh Q. Phung 121 7 0 19 Sep 2019
Minimax Confidence Intervals for the Sliced Wasserstein Distance Tudor Manole Sivaraman Balakrishnan Larry A. Wasserman 227 42 0 17 Sep 2019
Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning Daniel Kuhn Peyman Mohajerin Esfahani Viet Anh Nguyen Soroosh Shafieezadeh-Abadeh OOD 126 428 0 23 Aug 2019
k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport L. Ambrogioni Umut Güçlü Marcel van Gerven GAN 47 4 0 09 Jul 2019
Screening Sinkhorn Algorithm for Regularized Optimal Transport Mokhtar Z. Alaya Maxime Bérar Gilles Gasso A. Rakotomamonjy OT 96 36 0 20 Jun 2019
Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem Dongdong Ge Haoyue Wang Zikai Xiong Yinyu Ye 92 28 0 30 May 2019
Tree-Sliced Variants of Wasserstein Distances Tam Le M. Yamada Kenji Fukumizu Marco Cuturi OT 183 87 0 01 Feb 2019
Regularized Wasserstein Means for Aligning Distributional Data Liang Mi Wen Zhang Yalin Wang OOD 70 7 0 02 Dec 2018
Probabilistic Multilevel Clustering via Composite Transportation Distance Nhat Ho Viet Huynh Dinh Q. Phung Michael I. Jordan 68 21 0 29 Oct 2018
Variational Wasserstein Clustering Liang Mi Wen Zhang X. Gu Yalin Wang OT 159 43 0 23 Jun 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters Pavel Dvurechensky D. Dvinskikh Alexander Gasnikov César A. Uribe Angelia Nedić 116 107 0 11 Jun 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 575 2,284 0 01 Mar 2018
Minimax Distribution Estimation in Wasserstein Distance Shashank Singh Barnabás Póczós 96 0 0 24 Feb 2018
Sliced Wasserstein Distance for Learning Gaussian Mixture Models Soheil Kolouri Gustavo K. Rohde Heiko Hoffmann 139 127 0 15 Nov 2017
A unified framework for hard and soft clustering with regularized optimal transport Jean-Frédéric Diebold Nicolas Papadakis Arnaud Dessein Charles-Alban Deledalle FedML 142 9 0 12 Nov 2017