Definition of Coresets. Meaning of Coresets. Synonyms of Coresets

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Definition of Coresets

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Meaning of Coresets from wikipedia

- Ibrahim; Maalouf, Alaa; Feldman, Dan (2019-10-19), Introduction to Coresets: Accurate Coresets, arXiv:1910.08707, retrieved 2025-02-22 Feldman, Dan (2020),...
- involves algorithms for cluster analysis, including approximation algorithms, coresets, algorithmic fairness, and inapproximability. She holds the chair for Algorithms...
- points near the boundary of the convex hull of the input are used as a coreset, a small set of points whose optimum bounding box approximates the optimum...
- 62 (2): 432. doi:10.1016/0022-247X(78)90137-3. Clarkson, K. L. (2010). "Coresets, sp**** greedy approximation, and the Frank-Wolfe algorithm". ACM Transactions...
- Broderick, Tamara (2017). "Automated scalable Bayesian inference via Hilbert coresets". arXiv:1710.05053 [stat.ML]. Schröder, Ernst (1870). "Ueber iterirte Functionen"...
- Schwiegelshohn and Omar Ali Sheikh-Omar: An Empirical Evaluation of k-Means Coresets Zoe Xi and William Kuszmaul: Approximating Dynamic Time Warping Distance...
- approximation is NP hard as ε is arbitrary. One approach based on the coreset concept is proposed with execution complexity of O ( 2 O ( k log ⁡ k /...
- Christian (June 6, 2007). "A PTAS for k-means clustering based on weak coresets". Proceedings of the twenty-third annual symposium on Com****tional geometry...
- {\displaystyle r} is the smallest possible radius of a bounding sphere. A coreset is a small subset, that a 1 + ε {\displaystyle 1+\varepsilon } expansion...