# Least squares

## Papers overview

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Highly Cited

2017

Highly Cited

2017

- IEEE International Conference on Computer Visionâ€¦
- 2017

Unsupervised learning with generative adversarial networks (GANs) has proven hugely successful. Regular GANs hypothesize theâ€¦Â (More)

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Highly Cited

2011

Highly Cited

2011

- Numerische Mathematik
- 2011

Least squares approximation is a technique to find an approximate solution to a system of linear equations that has no exactâ€¦Â (More)

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Highly Cited

2007

Highly Cited

2007

- ICML
- 2007

Linear Discriminant Analysis (LDA) is a well-known method for dimensionality reduction and classification. LDA in the binaryclassâ€¦Â (More)

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Highly Cited

2004

Highly Cited

2004

- Proceedings Shape Modeling Applications, .
- 2004

In this paper we introduce least-squares meshes: meshes with a prescribed connectivity that approximate a set of control pointsâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Journal of Machine Learning Research
- 2003

We propose a new approach to reinforcement learning for control problems which combines value-function approximation with linearâ€¦Â (More)

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Highly Cited

1999

Highly Cited

1999

- ICML
- 1999

Excerpted from:Boyan, Justin. Learning Evaluation Functions for Global Op timization. Ph.D. thesis, Carnegie Mellon Universityâ€¦Â (More)

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1996

Highly Cited

1996

- ICPR
- 1996

This work presents a new efficient method for fitting ellipses to scattered data. Previous algorithms either fitted generalâ€¦Â (More)

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Highly Cited

1993

Highly Cited

1993

- IEEE Trans. Med. Imaging
- 1993

The EM algorithm is the basic approach used to maximize the log likelihood objective function for the reconstruction problem inâ€¦Â (More)

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Highly Cited

1985

Highly Cited

1985

- 1985

The Adaptive Least Squares Correlation is a very potent and flexible technique for all kinds of data matching problems. Here itsâ€¦Â (More)

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Highly Cited

1982

Highly Cited

1982

- IEEE Trans. Information Theory
- 1982

It has long been realized that in pulse-code modulation (PCM), with a given ensemble of signals to handle, the quantum valuesâ€¦Â (More)

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