# Lloyd's algorithm

## Papers overview

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2016

2016

- AISTATS
- 2016

We provide new analyses of Lloyd’s algorithm (1982), commonly known as the k-means clustering algorithm. Kumar and Kannan (2010… (More)

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2010

2010

- 2010

Margarida Ruas,1,4 Katja Rietdorf,1,4 Abdelilah Arredouani,1,4 Lianne C. Davis,1 Emyr Lloyd-Evans,1 Heidi Koegel,1 Timothy M… (More)

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2008

2008

- ISVC
- 2008

The Centroidal Voronoi Diagram (CVD) is a very versatile structure, well studied in Computational Geometry. It is used as the… (More)

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2008

2008

- SIAM J. Numerical Analysis
- 2008

Abstract. Lloyd algorithm originated in the context of optimal quantization and represents a fixed point iteration for computing… (More)

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2008

2008

- Informatica, Lith. Acad. Sci.
- 2008

In this paper a detail analysis of speech coding algorithm based on forward adaptive technique is carried out. We consider an… (More)

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2005

Highly Cited

2005

- IEEE Transactions on Wireless Communications
- 2005

The use of multiple transmit/receive antennas forming a multiple-input multiple-output (MIMO) system can significantly enhance… (More)

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2002

Highly Cited

2002

- IEEE Trans. Pattern Anal. Mach. Intell.
- 2002

ÐIn k-means clustering, we are given a set of n data points in d-dimensional space R and an integer k and the problem is to… (More)

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2002

Highly Cited

2002

- Symposium on Computational Geometry
- 2002

In k-means clustering we are given a set of n data points in d-dimensional space Rd and an integer k, and the problem is to… (More)

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2001

Highly Cited

2001

- 2001

A visiting professor at NIST once pointed out that our measurement professionals are given a difficult task by some of our… (More)

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1994

Highly Cited

1994

- IEEE Signal Processing Letters
- 1994

The generalized Lloyd algorithm plays an important role in the design of vector quantizers (VQ) and in feature clustering for… (More)

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