data dimension | Sciweavers

NIPS
2003

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Limiting Form of the Sample Covariance Eigenspectrum in PCA and Kernel PCA

13 years 6 months ago

We derive the limiting form of the eigenvalue spectrum for sample covariance matrices produced from non-isotropic data. For the analysis of standard PCA we study the case where th...

David C. Hoyle, Magnus Rattray

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ICCCN
2008
IEEE

122views Communications» more ICCCN 2008»

Publish/Subscribe Service in CAN-based P2P Networks: Dimension Mismatch and The Random Projection Approach

13 years 11 months ago

Download web.engr.oregonstate.edu

Abstract—CAN is a well-known DHT technique for contentbased P2P networks, where each node is assigned a zone in a virtual coordinate space to store the index of the data hashed i...

Duc A. Tran, Thinh Nguyen

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