A New Robust Partial p-Wasserstein-Based Metric for Comparing Distributions

Sharath Raghvendra; Pouyan Shirzadian; Kaiyi Zhang

2024 ICML ICML 2024

A New Robust Partial p-Wasserstein-Based Metric for Comparing Distributions

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Computer Science and Mathematics & Optimization

Authors

Sharath Raghvendra, Pouyan Shirzadian, Kaiyi Zhang

Topics

Machine Learning > Core Methods > Representation Learning Mathematics & Optimization > Optimization > Continuous Optimization Computer Science > Applications > Information Retrieval

Keywords

image retrieval convergence rate k-rpw noisy real-world datasets outlier mass partial p-wasserstein distance

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