In numerical analysis, the speed at which a convergent sequence approaches its limit is called the rate of convergence. Although strictly speaking, aâ€¦Â (More)

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Highly Cited

2011

Highly Cited

2011

- Adam D. Bull
- Journal of Machine Learning Research
- 2011

In the efficient global optimization problem, we minimize an unknown function f , using as few observations f (x) as possible. Itâ€¦Â (More)

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Highly Cited

2010

Highly Cited

2010

- Albert Cohen, Ronald A. DeVore, Christoph Schwab
- Foundations of Computational Mathematics
- 2010

Deterministic Galerkin approximations of a class of second order elliptic PDEs with random coefficients on a bounded domain D âŠ‚ Râ€¦Â (More)

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Highly Cited

2008

Highly Cited

2008

Consider estimating a functional T(F) of an unknown distribution F e F from data X1, * * ,X,, i.i.d. F. A companion paperâ€¦Â (More)

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Highly Cited

2008

Highly Cited

2008

Covariance matrix plays a central role in multivariate statistical analysis. Significant advances have been made recently onâ€¦Â (More)

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Highly Cited

2004

Highly Cited

2004

- Arkadi Nemirovski
- SIAM Journal on Optimization
- 2004

Abstract. We propose a prox-type method with efficiency estimate O(2âˆ’1) for approximating saddle points of convex-concave C1,1â€¦Â (More)

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Highly Cited

2003

Highly Cited

2003

- Gilles Blanchard, GÃ¡bor Lugosi, Nicolas Vayatis
- Journal of Machine Learning Research
- 2003

A regularized boosting method is introduced, for which regularization is obtained through a penalization function. It is shownâ€¦Â (More)

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Highly Cited

2002

Highly Cited

2002

The paper advocates and implements a new panel structure model to investigate the club convergence hypothesis. The model consistsâ€¦Â (More)

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Highly Cited

1994

Highly Cited

1994

- TamÃ¡s Linder, GÃ¡bor Lugosi, Kenneth Zeger
- IEEE Trans. Information Theory
- 1994

Rate of convergence results are established for vector quantization. Convergence rates are given for a n increasing vectorâ€¦Â (More)

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Highly Cited

1991

Highly Cited

1991

- Shi Pei-De, Li Guo-Ying
- 1991

Let (X; Y) be a pair of random variables such that X ranges over 0; 1] and Y is real-valued and let g 0 (X) be the conditionalâ€¦Â (More)

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Highly Cited

1985

Highly Cited

1985

- Randolph E. Bank, CRAIG C. DOUGLASy
- 1985

In this paper, we prove the convergence of the multilevel iterative method for solving linear equations that arise from ellipticâ€¦Â (More)

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