Dimensionality Reductions That Preserve Volumes and Distance to Affine Spaces, and Their Algorithmic Applications

Analysis and extension of spectral methods for nonlinear dimensionality reduction

ICML '05 Proceedings of the 22nd international conference on Machine learning

Embeddings of surfaces, curves, and moving points in euclidean space

SCG '07 Proceedings of the twenty-third annual symposium on Computational geometry

Nearest-neighbor-preserving embeddings

ACM Transactions on Algorithms (TALG)

Tighter bounds for random projections of manifolds

Proceedings of the twenty-fourth annual symposium on Computational geometry

On low dimensional random projections and similarity search

Proceedings of the 17th ACM conference on Information and knowledge management

Fast directional algorithms for the Helmholtz kernel

Journal of Computational and Applied Mathematics

Universal multi-dimensional scaling

Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining

Two-dimensional random projection

Signal Processing

Iterative random projections for high-dimensional data clustering

Pattern Recognition Letters