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Highly Cited

2013

Highly Cited

2013

We study the tradeoff between privacy guarantees and the utility of statistical estimators under local differential privacy… Expand

Highly Cited

2010

Highly Cited

2010

We propose MC+, a fast, continuous, nearly unbiased and accurate method of penalized variable selection in high-dimensional… Expand

Highly Cited

2009

Highly Cited

2009

We fill in a long open gap in the characterization of the minimax rate for the multi-armed bandit prob- lem. Concretely, we… Expand

Highly Cited

2002

Highly Cited

2002

When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider… Expand

Highly Cited

2001

Highly Cited

2001

We use data from classic professional tennis matches to provide an empirical test of the theory of mixed strategy equilibrium. We… Expand

Highly Cited

1999

Highly Cited

1999

We study a simple \Horizon Model" for the problem of recovering an image from noisy data; in this model the image has an edge… Expand

Highly Cited

1997

Highly Cited

1997

This article proposes a general theory and methodology, called the minimax entropy principle, for building statistical models for… Expand

Highly Cited

1996

Highly Cited

1996

One of the major concentrated activities of the past decade in control theory has been the development of the so-called "H… Expand

Highly Cited

1958

Highly Cited

1958

There have been several generalizations of this theorem. J. Ville [9], A. Wald [11], and others [1] variously extended von… Expand

Highly Cited

1953

Highly Cited

1953

The problem formulated below was motivated by that of determining an interval containing the point at which a unimodal function… Expand