Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis

2 November 2021

Papers citing "Outlier-Robust Optimal Transport: Duality, Structure, and Statistical Analysis"

19 / 19 papers shown

Title
Tree-Sliced Wasserstein Distance with Nonlinear Projection T. Tran Viet-Hoang Tran Thanh T. Chu Trang Pham Laurent El Ghaoui Tam Le T. Nguyen 24 0 0 02 May 2025
Partial Distribution Alignment via Adaptive Optimal Transport Pei Yang Qi Tan Guihua Wen 42 0 0 07 Mar 2025
On the robustness of semi-discrete optimal transport Davy Paindaveine Riccardo Passeggeri OT 23 0 0 25 Oct 2024
BrainCodec: Neural fMRI codec for the decoding of cognitive brain states Yuto Nishimura Masataka Sawayama Ayumu Yamashita Hideki Nakayama Kaoru Amano 32 2 0 06 Oct 2024
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva Jaemoo Choi Alexander Kolesov Jaewoong Choi Petr Mokrov Alexander Korotin OT 46 0 0 04 Oct 2024
A New Robust Partial $p$ -Wasserstein-Based Metric for Comparing Distributions S. Raghvendra Pouyan Shirzadian Kaiyi Zhang 46 1 0 06 May 2024
Approximate Algorithms For $k$ -Sparse Wasserstein Barycenter With Outliers Qingyuan Yang Hu Ding 21 2 0 20 Apr 2024
Generalized Sobolev Transport for Probability Measures on a Graph Tam Le Truyen V. Nguyen Kenji Fukumizu OT 47 5 0 07 Feb 2024
On Robust Wasserstein Barycenter: The Model and Algorithm Xu Wang Jiawei Huang Qing Yang Jinpeng Zhang 30 1 0 25 Dec 2023
Outlier-Robust Wasserstein DRO Sloan Nietert Ziv Goldfeld Soroosh Shafiee 34 9 0 09 Nov 2023
Addressing GAN Training Instabilities via Tunable Classification Losses Monica Welfert Gowtham R. Kurri Kyle Otstot Lalitha Sankar 30 8 0 27 Oct 2023
Optimal Transport for Measures with Noisy Tree Metric Tam Le Truyen V. Nguyen Kenji Fukumizu OT 32 4 0 20 Oct 2023
Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems Theshani Nuradha Ziv Goldfeld Mark M. Wilde 32 13 0 22 Jun 2023
$(α_D,α_G)$ -GANs: Addressing GAN Training Instabilities via Dual Objectives Monica Welfert Kyle Otstot Gowtham R. Kurri Lalitha Sankar 30 5 0 28 Feb 2023
Scalable Unbalanced Sobolev Transport for Measures on a Graph Tam Le Truyen V. Nguyen Kenji Fukumizu OT 25 9 0 24 Feb 2023
Extremal Domain Translation with Neural Optimal Transport Milena Gazdieva Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 25 11 0 30 Jan 2023
Statistical, Robustness, and Computational Guarantees for Sliced Wasserstein Distances Sloan Nietert Ritwik Sadhu Ziv Goldfeld Kengo Kato 38 37 0 17 Oct 2022
On making optimal transport robust to all outliers Kilian Fatras OT 19 0 0 23 Jun 2022
On the Convergence of Semi-Relaxed Sinkhorn with Marginal Constraint and OT Distance Gaps Takumi Fukunaga Hiroyuki Kasai OT 99 2 0 27 May 2022