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clustering with outlier

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approximation algorithm (3) distributed algorithm (2) k-median clustering (2) outlier detection (2) k-means clustering (2) robust optimization (2) layered sampling (1) byzantine machine learning (1) resilient aggregation (1) fixed-parameter tractable algorithm (1)

Papers

Near-Optimal Resilient Aggregation Rules for Distributed Learning Using 1-Center and 1-Mean Clustering with Outliers AAAI 2024 Clustering What Matters: Optimal Approximation for Clustering with Outliers AAAI 2023 Fast Algorithms for Distributed k-Clustering with Outliers ICML 2023 Layered Sampling for Robust Optimization Problems ICML 2020 Fast Distributed k-Center Clustering with Outliers on Massive Data NeurIPS 2015