# Effective dimension

## Papers overview

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2012

2012

- 2012

This paper introduces some notions of effective dimension for weighted function spaces. A space has low effective dimension ifâ€¦Â (More)

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2010

2010

- Comput. Graph. Forum
- 2010

Light transport is often characterized within a high-dimensional space although practitioners have long known that it commonlyâ€¦Â (More)

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2007

2007

- SIAM J. Comput.
- 2007

The two most important notions of fractal dimension are Hausdorff dimension, developed by Hausdorff (1919), and packing dimensionâ€¦Â (More)

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2007

2007

- 15th European Signal Processing Conference
- 2007

Many signal processing algorithms include numerical problems where the solution is obtained by adjusting the value of parametersâ€¦Â (More)

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2005

2005

- 2005

In recent years, constructions based on Brownian bridge [11], principal component analysis[1], and linear transformation [7] haveâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- J. Complexity
- 2003

Quasi-Monte Carlo (QMC) methods are successfully used for high-dimensional integrals arising in many applications. To understandâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Bioinformatics
- 2003

MOTIVATION
One particular application of microarray data, is to uncover the molecular variation among cancers. One feature ofâ€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- IEEE Symposium on Information Visualizationâ€¦
- 2003

Large number of dimensions not only cause clutter in multi-dimensional visualizations, but also make it difficult for users toâ€¦Â (More)

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2002

2002

- 2002

Practitioners have long noticed that quasi-Monte Carlo methods work very well on functions that are nearly superpositions of lowâ€¦Â (More)

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2002

2002

- NIPS
- 2002

We investigate the generalization performance of some learning problems in Hilbert function Spaces. We introduce a concept ofâ€¦Â (More)

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