In mathematics, an event that occurs with high probability (often shortened to w.h.p. or WHP) is one whose probability depends on a certain number nâ€¦Â (More)

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2016

2016

- Paul W. Cuff
- 2016 IEEE International Symposium on Informationâ€¦
- 2016

Wyner's soft-covering lemma is the central analysis step for achievability proofs of information theoretic securityâ€¦Â (More)

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Highly Cited

2011

Highly Cited

2011

- Po-Ling Loh, Martin J. Wainwright
- NIPS
- 2011

Although the standard formulations of prediction problems involve fully-observed and noiseless data drawn in an i.i.d. mannerâ€¦Â (More)

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2009

2009

- Jacob D. Abernethy, Alexander Rakhlin
- 2009 Information Theory and Applications Workshop
- 2009

We provide a principled way of proving Õ(√T) high-probability guarantees for partial-information (bandit) problemsâ€¦Â (More)

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2008

2008

- Peter L. Bartlett, Varsha Dani, Thomas P. Hayes, Sham M. Kakade, Alexander Rakhlin, Ambuj Tewari
- COLT
- 2008

We present a modification of the algorithm of Dani et al. [8] for the online linear optimization problem in the bandit settingâ€¦Â (More)

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Highly Cited

2007

Highly Cited

2007

- 2007

abstract Programs written in C and C++ are susceptible to memory errors, including buffer overflows and dangling pointers. Theseâ€¦Â (More)

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2006

Highly Cited

2006

- BY NICOLAI MEINSHAUSEN, Bin Yu
- 2006

The Lasso is an attractive technique for regularization and variable selection for high-dimensional data, where the number ofâ€¦Â (More)

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2004

Highly Cited

2004

- David G. Lowe
- International Journal of Computer Vision
- 2004

This paper presents a method for extracting distinctive invariant features from images that can be used to perform reliableâ€¦Â (More)

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1998

Highly Cited

1998

- Gerard J. Foschini, M. J. Gans
- Wireless Personal Communications
- 1998

This paper is motivated by the need for fundamental understanding of ultimate limits of bandwidth efficient delivery of higherâ€¦Â (More)

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Highly Cited

1995

Highly Cited

1995

- David L. Donoho
- IEEE Trans. Information Theory
- 1995

Donoho and Johnstone (1992a) proposed a method for reconstructing an unknown function f on [0; 1] from noisy data di = f(ti) + ziâ€¦Â (More)

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Highly Cited

1990

Highly Cited

1990

- Robert E. Schapire
- Machine Learning
- 1990

This paper addresses the problem of improving the accuracy of an hypothesis output by a learning algorithm in the distributionâ€¦Â (More)

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