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01/07/2023
Randomized Greedy Algorithms and Composable Coreset for k-Center Clustering with Outliers
In this paper, we study the problem of k-center clustering with outliers...
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06/30/2021
Robust Coreset for Continuous-and-Bounded Learning (with Outliers)
In this big data era, we often confront large-scale data in many machine...
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02/27/2020
Layered Sampling for Robust Optimization Problems
In real world, our datasets often contain outliers. Moreover, the outlie...
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01/24/2019