When OT meets MoM: Robust estimation of Wasserstein Distance

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When OT meets MoM: Robust estimation of Wasserstein Distance

18 June 2020

Guillaume Staerman

Pierre Laforgue

Pavlo Mozharovskyi

Florence dÁlché-Buc

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Papers citing "When OT meets MoM: Robust estimation of Wasserstein Distance"

16 / 16 papers shown

Title
MAPPING: Debiasing Graph Neural Networks for Fair Node Classification with Limited Sensitive Information Leakage Ying Song Balaji Palanisamy 251 1 0 28 Jan 2025
Signature Isolation Forest Guillaume Staerman M. Campi Gareth W. Peters Tomoko Matsui 499 0 0 07 Mar 2024
Distribution Estimation of Contaminated Data via DNN-based MoM-GANs Fang Xie Lihu Xu Qiuran Yao Huiming Zhang 55 0 0 28 Dec 2022
Robust computation of optimal transport by $β$ -potential regularization Shintaro Nakamura Han Bao Masashi Sugiyama OT 12 0 0 26 Dec 2022
Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation Nuno M. Guerreiro Pierre Colombo Pablo Piantanida André F.T. Martins 95 11 0 19 Dec 2022
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances Sloan Nietert Ritwik Sadhu Ziv Goldfeld Kengo Kato 89 40 0 17 Oct 2022
On making optimal transport robust to all outliers Kilian Fatras OT 60 0 0 23 Jun 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity Pierre Colombo Guillaume Staerman Nathan Noiry Pablo Piantanida FaML DRL 197 22 0 07 May 2022
Learning Weighting Map for Bit-Depth Expansion within a Rational Range Yuqing Liu Qi Jia Jian Zhang Xin Fan Shanshe Wang Siwei Ma Wen Gao 38 1 0 26 Apr 2022
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds Thibault de Surrel Felix Hensel Mathieu Carrière Théo Lacombe Yuichi Ike Hiroaki Kurihara Marc Glisse Frédéric Chazal 3DPC 71 19 0 03 Feb 2022
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 129 44 0 02 Dec 2021
Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis Sloan Nietert Rachel Cummings Ziv Goldfeld OT 100 28 0 02 Nov 2021
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering Debolina Paul Saptarshi Chakraborty Swagatam Das Jason Xu 55 16 0 27 Oct 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 197 41 0 27 Aug 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions Guillaume Staerman Pavlo Mozharovskyi Pierre Colombo Stéphan Clémenccon Florence dÁlché-Buc OOD 573 17 0 23 Mar 2021
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog E. Chapuis Pierre Colombo Matteo Manica Matthieu Labeau Chloé Clavel 170 59 0 23 Sep 2020