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coreset

Collection of algorithms for coreset problem. Work done in this repository is part of a my bachelor thesis. Project under the supervision of the faculty member from Jagiellonian University, Theoretical Computer Science Department.

Piotr Helm

Algorithms

Gradient Descent

Lightweight Coreset

References

Olivier Bachem, Mario Lucic, and Andreas Krause. 2018. Scalable k -Means Clustering via Lightweight Coresets. In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD ’18). Association for Computing Machinery, New York, NY, USA, 1119–1127. DOI:https://doi.org/10.1145/3219819.3219973

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