Highly Influenced

@inproceedings{Huo2006PerformanceAO, title={Performance Analysis of a Manifold Learning Algorithm in Dimension Reduction}, author={X. Huo and Andrew K. Smith}, year={2006} }

- Published 2006

We consider the performance of local tangent space alignment (Zhang and Zha, 2004), one of several manifold learning algorithms which has been proposed as a dimension reduction method, when errors are present in the observations. Matrix perturbation theory is applied to obtain a worst-case upper bound on the deviation of the solution, which is an invariantâ€¦Â CONTINUE READING

### Presentations referencing similar topics