# Polynomial kernel

## Papers overview

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

Highly Cited

2015

Highly Cited

2015

- IEEE Conference on Computer Vision and Patternâ€¦
- 2015

In this paper, we address the person re-identification problem, discovering the correct matches for a probe person image from aâ€¦Â (More)

Is this relevant?

2014

2014

- NIPS
- 2014

Sketching is a powerful dimensionality reduction tool for accelerating statistical learning algorithms. However, itsâ€¦Â (More)

Is this relevant?

Highly Cited

2014

Highly Cited

2014

- SIAM J. Discrete Math.
- 2014

We introduce the cross-composition framework for proving kernelization lower bounds. A classical problem L and/or-cross-composesâ€¦Â (More)

Is this relevant?

Highly Cited

2013

Highly Cited

2013

- KDD
- 2013

Approximation of non-linear kernels using random feature mapping has been successfully employed in large-scale data analysisâ€¦Â (More)

Is this relevant?

Highly Cited

2009

Highly Cited

2009

- J. Comput. Syst. Sci.
- 2009

Kernelization is a strong and widely-applied technique in parameterized complexity. In a nutshell, a kernelization algorithm, orâ€¦Â (More)

Is this relevant?

2009

2009

- STACS
- 2009

The MULTICUT IN TREES problem consists in deciding, given a tree, a set of requests (i.e. paths in the tree) and an integer kâ€¦Â (More)

Is this relevant?

Highly Cited

2006

Highly Cited

2006

- Machine Learning
- 2006

Kernel functions are typically viewed as providing an implicit mapping of points into a high-dimensional space, with the abilityâ€¦Â (More)

Is this relevant?

Highly Cited

2004

Highly Cited

2004

- IEEE Transactions on Circuits and Systems forâ€¦
- 2004

This work is a continuation and extension of our previous research where kernel Fisher discriminant analysis (KFDA), aâ€¦Â (More)

Is this relevant?

Highly Cited

2004

Highly Cited

2004

- ACL
- 2004

In this paper we have designed and experimented novel convolution kernels for automatic classification of predicate argumentsâ€¦Â (More)

Is this relevant?

Highly Cited

1995

Highly Cited

1995

- 1995

Generalized linear models (Wedderburn and NeIder 1972, McCullagh and NeIder 1988) were introduced as a means of extending theâ€¦Â (More)

Is this relevant?