Parallel Algorithms, Optimizations, and Benchmarks for Metric and Graph Clustering
Clustering is a fundamental unsupervised machine learning task of detecting groups of similar objects in data. Clustering can be used to identify the underlying substructures of data and can detect essential functional groups, such as people with similar interests, news articles on similar topics, o...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/156653 |