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Clustering with k -means: faster, smarter, cheaper

Clustering with k -means: faster, smarter, cheaper. Charles Elkan University of California, San Diego April 24, 2004. Acknowledgments. Funding from Sun Microsystems, with sponsor Dr. Kenny Gross. Advice from colleagues and students, especially Sanjoy Dasgupta (UCSD),

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613 views • 38 slides

Spectroscopy of exotic nuclei Lecture 2

Spectroscopy of exotic nuclei Lecture 2. Shell modifications (continued). How to find shell closures. Shell closure. Fig. by R.F. Casten. ISOLTRAP. Needed accuracy to test nuclear models : <100 keV /c 2 = 10 -1 MeV /c 2 Mass of A~100 nucleus :

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483 views • 32 slides

The Effectiveness of Lloyd-type Methods for the k-means Problem

The Effectiveness of Lloyd-type Methods for the k-means Problem. Chaitanya Swamy University of Waterloo Joint work with Rafi Ostrovsky, Yuval Rabani, Leonard Schulman UCLA Technion Caltech. c 3. c 2. c 1. X 2. X 3. X 1. The k-means Problem.

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329 views • 20 slides

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Kanungo et al - PowerPoint PPT Presentation

Clustering with k -means: faster, smarter, cheaper

Spectroscopy of exotic nuclei Lecture 2

The Effectiveness of Lloyd-type Methods for the k-means Problem