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Highly Cited

2014

Highly Cited

2014

We present a randomized algorithm that on input a symmetric, weakly diagonally dominant $n$-by-$n$ matrix $A$ with $m$ nonzero… Expand

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Highly Cited

2013

Highly Cited

2013

Recent work by Kilmer and Martin [Linear Algebra Appl., 435 (2011), pp. 641--658] and Braman [Linear Algebra Appl., 433 (2010… Expand

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Highly Cited

2010

Highly Cited

2010

We present a simple and scalable graph clustering method called power iteration clustering (PIC). PIC finds a very low… Expand

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Highly Cited

2010

Highly Cited

2010

In this paper we develop a new approach to sparse principal component analysis (sparse PCA). We propose two single-unit and two… Expand

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Highly Cited

2010

Highly Cited

2010

This paper presents a low power boost converter for thermoelectric energy harvesting that demonstrates an efficiency that is 15… Expand

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Highly Cited

2009

Highly Cited

2009

This paper addresses the problem of establishing correspondences between two sets of visual features using higher-order… Expand

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Highly Cited

2008

Highly Cited

2008

We propose a joint representation and classification framework that achieves the dual goal of finding the most discriminative… Expand

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Highly Cited

2005

Highly Cited

2005

This paper introduces a fast implementation of the power iteration method for subspace tracking, based on an approximation that… Expand

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Highly Cited

2003

Highly Cited

2003

Spectral clustering refers to a class of techniques which rely on the eigen-structure of a similarity matrix to partition points… Expand

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Highly Cited

1971

Highly Cited

1971

In this paper I give new proofs of the structure theorems for the unoriented cobordism ring [12] and the complex cobordism ring… Expand

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