# Spectral graph theory

## Papers overview

Semantic Scholar uses AI to extract papers important to this topic.

Highly Cited

2016

Highly Cited

2016

- NIPS
- 2016

Convolutional neural networks (CNNs) have greatly improved state-of-the-art performances in a number of fields, notably computerâ€¦Â (More)

Is this relevant?

2012

2012

- 2012

Motivated by the need of making nuclear weapon, Monte Carlo method is introduced by Ulam in 1940s. Closely related is the notionâ€¦Â (More)

Is this relevant?

2009

2009

- Fourth International Conference on Dependabilityâ€¦
- 2009

The paper introduces methods of graph theory for ranking substations of an electric power grid. In particular, spectral graphâ€¦Â (More)

Is this relevant?

Highly Cited

2008

Highly Cited

2008

- ArXiv
- 2008

We propose a novel method for constructing wavelet transforms of functions defined on the vertices of an arbitrary finiteâ€¦Â (More)

Is this relevant?

Highly Cited

2007

Highly Cited

2007

- ICML
- 2007

Feature selection aims to reduce dimensionality for building comprehensible learning models with good generalization performanceâ€¦Â (More)

Is this relevant?

Highly Cited

2005

Highly Cited

2005

- IEEE Transactions on Pattern Analysis and Machineâ€¦
- 2005

This paper is concerned with computing graph edit distance. One of the criticisms that can be leveled at existing methods forâ€¦Â (More)

Is this relevant?

Highly Cited

2001

Highly Cited

2001

- NIPS
- 2001

Drawing on the correspondence between the graph Laplacian the Laplace Beltrami operator on a manifold and the connections to theâ€¦Â (More)

Is this relevant?

2001

2001

- 2001

Contents Chapter 1. Eigenvalues and the Laplacian of a graph 1 1.1. Introduction 1 1.2. The Laplacian and eigenvalues 2 1.3â€¦Â (More)

Is this relevant?

Highly Cited

1996

Highly Cited

1995

Highly Cited

1995

- SIAM J. Scientific Computing
- 1995

Efficient use of a distributed memory parallel computer requires that the computational load be balanced across processors in aâ€¦Â (More)

Is this relevant?