We consider the task of dimensionality reduction for regression (DRR) whose goal is to find a low dimensional representation of input covariates, while preserving the statistical ...
Abstract. We cast the problem of motion segmentation of feature trajectories as linear manifold finding problems and propose a general framework for motion segmentation under affin...
There has been considerable success in automated reconstruction for image sequences where small baseline algorithms can be used to establish matches across a number of images. In c...
Probabilistic databases have received considerable attention recently due to the need for storing uncertain data produced by many real world applications. The widespread use of pr...
While previous watermarking-based approaches to intellectual property protection (IPP) have asymmetrically emphasized the IP provider's rights, the true goal of IPP is to ens...
Andrew E. Caldwell, Hyun-Jin Choi, Andrew B. Kahng...